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Huang W, Lin R, Du Z, Wu Z, Ke X, Tang L. Performance of contrast-enhanced ultrasound liver imaging reporting and data system for differentiation of patients at risk of hepatocellular carcinoma and liver metastasis. Ann Med 2025; 57:2442072. [PMID: 39699082 DOI: 10.1080/07853890.2024.2442072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 05/26/2024] [Accepted: 11/08/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) and metastatic liver tumors (MLT) are the most common malignant liver lesions, each requiring distinct therapeutic approaches. Accurate differentiation between these malignancies is critical for appropriate treatment planning and prognostication. However, there is limited data on the performance of contrast-enhanced ultrasound liver imaging reporting and data system (CEUS-LI-RADS) in this differentiation. OBJECTIVE To evaluate the diagnostic efficacy of the CEUS-LI-RADS in distinguishing between HCC and MLT in an expanded population at risk for both tumors. METHODS Between June 2017 and January 2022, 108 patients with HCC and 138 patients with MLT who were pathologically diagnosed, where included in this retrospective study. Two radiologists independently reviewed the CEUS features and liver imaging reporting and data system (LI-RADS) categories of the lesions, and based on their consensus, we calculated the diagnostic performance, including the area under the receiver operating characteristic curve, sensitivity, specificity, and accuracy of the CEUS-LI-RADS criteria. RESULTS The sensitivity, specificity, and accuracy of CEUS LI-RADS category 5 (CEUS-LR-5) for predicting HCC were 49.1% [95% confidence interval (CI)) 39.3-58.9], 97.1% (95% CI 92.7-99.2), and 76%, respectively, whereas the corresponding values for LI-RADS category M (LR-M) for diagnosing MLT were 89.1% (95%CI 82.7-93.8), 72.2% (95%CI 62.8-80.4), and 81.7%, respectively. Based on current LR-M criteria, a small proportion of HCCs were classified as LR-M due to the presence of early cessation (45-60s). In the analysis of the MLT subgroup, we found that the tumor size affects the distribution of LI-RADS (LR) classification in the subgroup (p = 0.037), and LI-RADS category 3 (LR-3) classification was observed more frequently in tumors of small size (≤3cm) than those of larger size. In addition, LR-3 metastases were more frequently characterized by hypovascular supply. CONCLUSIONS CEUS-LI-RADS demonstrates high specificity in distinguishing HCC from MLT, providing a reliable noninvasive diagnostic tool that can enhance clinical decision-making. These findings are clinically significant as they can improve patient management and treatment outcomes, and they underscore the need for future research to refine and expand the use of CEUS-LI-RADS in diverse clinical settings.
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Affiliation(s)
- Weiqin Huang
- Department of Ultrasonography, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Branch of Fudan University Shanghai Cancer Center, Fuzhou, Fujian, China
| | - Ruoxuan Lin
- Department of Ultrasonography, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Branch of Fudan University Shanghai Cancer Center, Fuzhou, Fujian, China
| | - Zhongshi Du
- Department of Ultrasonography, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Branch of Fudan University Shanghai Cancer Center, Fuzhou, Fujian, China
| | - Zhougui Wu
- Department of Ultrasonography, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Branch of Fudan University Shanghai Cancer Center, Fuzhou, Fujian, China
| | - Xiaohui Ke
- Department of Ultrasonography, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Branch of Fudan University Shanghai Cancer Center, Fuzhou, Fujian, China
| | - Lina Tang
- Department of Ultrasonography, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Branch of Fudan University Shanghai Cancer Center, Fuzhou, Fujian, China
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Naringrekar H, Costa AF, Lam E, van der Pol CB, Bashir MR, Salameh JP, McInnes MDF. Risk of Bias in Liver Imaging Reporting and Data System Studies Using QUADAS-2. Can Assoc Radiol J 2025; 76:273-286. [PMID: 39412288 DOI: 10.1177/08465371241280874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025] Open
Abstract
Purpose: Use a tailored version of the Quality Assessment of Diagnostic Accuracy Studies tool to evaluate risk of bias and applicability across LIRADS related publications. Method: A tailored QUADAS-2 tool was created through consensus approach to assess risk of bias and applicability across 37 LI-RADS related publications. Studies were selected from 2017 to 2022 using the assistance of experienced hospital librarians to search for studies evaluating the diagnostic accuracy of CT, MRI, or contrast-enhanced ultrasound for HCC using LI-RADS through multiple different databases. QUADAS-2 assessments were performed in duplicate and independently by 2 authors with experience using the QUADAS-2 tool. Disagreements were resolved with a third expert reviewer. Consensus QUADAS-2 assessments were tabulated for each domain. Results: Using the tailored QUADAS-2 tool, 31 of the 37 included LI-RADS studies were assessed as high risk of bias, and 9 out of 37 studies demonstrated concerns for applicability. Patient selection (21 out of 37 studies) and flow/timing (24 out of 37 studies) domains demonstrated the highest risk of bias. 6 out of 37 studies in the index domain demonstrated high risk of bias. 2 out of 37 studies showed high risk of bias in the reference standard domain. Conclusion: A significant proportion of LI-RADS research is at risk of bias with concerns for applicability. Identifying risk of bias in such research is essential to recognize limitations of a study that may affect the validity of the results. Areas for improvement in LI-RADS research include reducing selection bias, avoiding inappropriate exclusions, and decreasing verification bias.
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Affiliation(s)
- Haresh Naringrekar
- Department of Radiology, Thomas Jefferson University Hospitals, Philadelphia, PA, USA
| | - Andreu F Costa
- Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, NS, Canada
| | - Eric Lam
- Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Christian B van der Pol
- Juravinski Hospital and Cancer Centre, Hamilton Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Mustafa R Bashir
- Departments of Radiology and Medicine, Duke University Medical Center, Durham, NC, USA
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Liang Y, Han X, Zhou T, Xiao C, Shi C, Wei X, Wu H. Diagnostic model using LI-RADS v2018 for predicting early recurrence of microvascular invasion-negative solitary hepatocellular carcinoma. Cancer Imaging 2025; 25:46. [PMID: 40165325 PMCID: PMC11956464 DOI: 10.1186/s40644-025-00865-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 03/17/2025] [Indexed: 04/02/2025] Open
Abstract
OBJECTIVES To develop a diagnostic model for predicting the early recurrence of microvascular invasion (MVI)-negative hepatocellular carcinoma (HCC) after surgical resection, using the Liver Imaging Reporting and Data System (LI-RADS) version 2018. METHODS This retrospective study included 73 patients with MVI-negative HCC who underwent Gadoxetic acid-enhanced MRI (EOB-MRI) scanning before surgical resection. The clinical factors and LI-RADS v2018 MRI features associated with early recurrence were determined using univariable and multivariable analyses. A diagnostic model predicting early recurrence after surgical resection was developed, and its predictive ability was evaluated via a receiver operating characteristic curve. Then, the recurrence-free survival (RFS) rates were analyzed by Kaplan-Meier method. RESULTS In total, 26 (35.6%) patients were diagnosed with early recurrence according to the follow-up results. Infiltrative appearance and targetoid hepatobiliary phase (HBP) appearance were independent predictors associated with early recurrence (p < 0.05). For the established diagnostic model that incorporated these two significant predictors, the AUC value was 0.76 (95% CI: 0.64-0.85) for predicting early recurrence after resection, which was higher than the infiltrative appearance (AUC: 0.67, 95% CI: 0.55-0.78, p = 0.019) and targetoid HBP appearance (AUC: 0.68, 95% CI:0.57-0.79, p = 0.028). In the RFS analysis, patients with infiltrative appearance and targetoid HBP appearance showed significantly lower RFS rates than those without infiltrative appearance (2-year RFS rate, 48.0% vs. 72.0%; p = 0.009) and targetoid HBP appearance (2-year RFS rate, 60.0% vs. 35.0%; p = 0.003). CONCLUSION An EOB-MRI model based on infiltrative appearance and targetoid HBP appearance showed good performance in predicting early recurrence of HCC after surgery, which may provide personalized guidance for clinical treatment decisions in patients with MVI-negative HCC.
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Affiliation(s)
- Yingying Liang
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province, 510180, China
- Department of Radiology, The First Affiliated Hospital of Jinan University, Huangpudadaoxi, Guangzhou, Guangdong Province, 510630, China
| | - Xiaorui Han
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province, 510180, China
| | - Tingwen Zhou
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province, 510180, China
| | - Chuyin Xiao
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province, 510180, China
| | - Changzheng Shi
- Department of Radiology, The First Affiliated Hospital of Jinan University, Huangpudadaoxi, Guangzhou, Guangdong Province, 510630, China
| | - Xinhua Wei
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province, 510180, China
| | - Hongzhen Wu
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province, 510180, China.
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Huang H, He DN, Lu RF, Tong WJ, Wang Y, Qin S, Wen R, Wu SH, Ruan SM, Liu GJ, Lu MD, Kuang M, Wang W, Cheng MQ, Yang H, Chen LD. The role of contrast-enhanced ultrasound in the radiological classification of liver observations identified by CT and MRI. LA RADIOLOGIA MEDICA 2025:10.1007/s11547-025-01995-z. [PMID: 40126795 DOI: 10.1007/s11547-025-01995-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 03/05/2025] [Indexed: 03/26/2025]
Abstract
BACKGROUND & AIMS Timely and accurate diagnosis of hepatocellular carcinoma (HCC) is essential for improving patient outcomes and guiding treatment. This multicenter study aimed to optimize the diagnostic workflow for HCC through a step-wise combination of CT/MRI and contrast-enhanced ultrasound (CEUS) Liver Imaging Reporting and Data System (LI-RADS). METHODS This was a multicenter, retrospective analysis of prospectively recruited high-risk HCC participants with liver observations from 4 institutions, between January 2017 and December 2021. These participants initially underwent CT/MRI followed by CEUS, with observations categorized according to CT/MRI/CEUS LI-RADS. Three step-wise diagnostic strategies were evaluated, starting with CT/MRI and followed by CEUS, and compared to CT/MRI LI-RADS alone. Performance metrics included AUC, accuracy, sensitivity, specificity, PPV, and NPV, using pathology or over one year of follow-up as standards. The impact on clinical decisions was measured by false-negative, false-positive, and biopsy rates. RESULTS Of 1264 participants, 874 (69%) were confirmed as HCC. The step-wise strategies outperformed CT/MRI LI-RADS. Strategy-3, which involved subsequent CEUS for CT/MRI LR-3/4 observations, significantly improved sensitivity (88.8% vs. 79.9%, P < 0.001) while maintaining comparable specificity (88.2% vs. 91.3%, P > 0.05). Strategy-3 reduced biopsy rate (31.5-22.4%, P = 0.028) and decreased false-negative rate (20.1-11.2%, P < 0.001). Additionally, 96% (55/57) of CT/MRI LR-3 and 97% (77/79) of CT/MRI LR-4 observations were accurately diagnosed and treated as HCC, with 61% (74/121) of CT/MRI LR-4 observations avoiding biopsy with CEUS-assisted. CONCLUSION A step-wise approach using CT/MRI followed by CEUS for LR-3/4 observations improved the diagnostic performance and further refined clinical decision-making in HCC. TRIAL REGISTRATION Clinical Trial Registration Number: ChiCTR-DDD-16010089.
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Affiliation(s)
- Hui Huang
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Dan-Ni He
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
- Department of Medical Ultrasonics, the Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, People's Republic of China
| | - Rui-Fang Lu
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Wen-Juan Tong
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Ying Wang
- Department of Medical Ultrasound, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
| | - Si Qin
- Department of Medical Ultrasonics, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Rong Wen
- Department of Medical Ultrasound, the First Affiliated Hospital of Guangxi Medical University, No 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Shao-Hong Wu
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Si-Min Ruan
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Guang-Jian Liu
- Department of Medical Ultrasonics, the Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Ming-De Lu
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Ming Kuang
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Wei Wang
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China
| | - Mei-Qing Cheng
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China.
| | - Hong Yang
- Department of Medical Ultrasound, the First Affiliated Hospital of Guangxi Medical University, No 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China.
| | - Li-Da Chen
- Department of Medical Ultrasonics, Ultrasomics Artificial Intelligence X-Laboratory, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Rd 2, Guangzhou, 510080, People's Republic of China.
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Kulkarni AM, Kruse D, Harper K, Lam E, Osman H, Ansari DH, Sivanesan U, Bashir MR, Costa AF, McInnes M, van der Pol CB. Current State of Evidence for Use of MRI in LI-RADS. J Magn Reson Imaging 2025. [PMID: 39981949 DOI: 10.1002/jmri.29748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Revised: 02/07/2025] [Accepted: 02/08/2025] [Indexed: 02/22/2025] Open
Abstract
The American College of Radiology Liver Imaging Reporting and Data System (LI-RADS) is the preeminent framework for classification and risk stratification of liver observations on imaging in patients at high risk for hepatocellular carcinoma. In this review, the pathogenesis of hepatocellular carcinoma and the use of MRI in LI-RADS is discussed, including specifically the LI-RADS diagnostic algorithm, its components, and its reproducibility with reference to the latest supporting evidence. The LI-RADS treatment response algorithms are reviewed, including the more recent radiation treatment response algorithm. The application of artificial intelligence, points of controversy, LI-RADS relative to other liver imaging systems, and possible future directions are explored. After reading this article, the reader will have an understanding of the foundation and application of LI-RADS as well as possible future directions.
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Affiliation(s)
- Ameya Madhav Kulkarni
- Department of Medical Imaging, Hamilton Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Department of Diagnostic Imaging, Juravinski Hospital and Cancer Centre, Hamilton Health Sciences, Hamilton, Ontario, Canada
| | - Danielle Kruse
- Departments of Radiology and Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Kelly Harper
- Department of Radiology, The Ottawa Hospital, University of Ottawa, Ottawa, Ontario, Canada
| | - Eric Lam
- Ottawa Hospital Research Institute Clinical Epidemiology Program, Ottawa, Ontario, Canada
| | - Hoda Osman
- Ottawa Hospital Research Institute Clinical Epidemiology Program, Ottawa, Ontario, Canada
| | - Danyaal H Ansari
- Ottawa Hospital Research Institute Clinical Epidemiology Program, Ottawa, Ontario, Canada
| | - Umaseh Sivanesan
- Department of Diagnostic Radiology, Kingston Health Sciences Centre, Kingston General Hospital, Kingston, Ontario, Canada
| | - Mustafa R Bashir
- Departments of Radiology and Medicine, Duke University Medical Center, Durham, North Carolina, USA
- Center for Advanced Magnetic Resonance Development, Duke University Medical Center, Durham, North Carolina, USA
| | - Andreu F Costa
- Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada
| | - Matthew McInnes
- Department of Radiology, The Ottawa Hospital, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute Clinical Epidemiology Program, Ottawa, Ontario, Canada
| | - Christian B van der Pol
- Department of Medical Imaging, Hamilton Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Department of Diagnostic Imaging, Juravinski Hospital and Cancer Centre, Hamilton Health Sciences, Hamilton, Ontario, Canada
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Adamo RG, Lam E, Salameh JP, van der Pol CB, Goins SM, Dawit H, Costa AF, Levis B, Singal AG, Chernyak V, Sirlin CB, Bashir MR, Tang A, Alhasan A, Allen BC, Reiner CS, Clarke C, Ludwig DR, Cerny M, Wang J, Hyun Choi S, Fraum TJ, Song B, Joo I, Yeon Kim S, Kwon H, Jiang H, Kang HJ, Kierans AS, Kim YY, Ronot M, Podgórska J, Rosiak G, Soo Song J, McInnes MDF. Do Risk Factors for HCC Impact the Association of CT/MRI LIRADS Major Features With HCC? An Individual Participant Data Meta-Analysis. Can Assoc Radiol J 2024:8465371241306297. [PMID: 39733353 DOI: 10.1177/08465371241306297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2024] Open
Abstract
Background: Guidelines suggest the Liver Imaging Reporting and Data System (LI-RADS) may not be applicable for some populations at risk for hepatocellular carcinoma (HCC). However, data assessing the association of HCC risk factors with LI-RADS major features are lacking. Purpose: To evaluate whether the association between HCC risk factors and each CT/MRI LI-RADS major feature differs among individuals at-risk for HCC. Methods: Databases (MEDLINE, Embase, Cochrane Central Register of Controlled Trials, and Scopus) were searched from 2014 to 2022. Individual participant data (IPD) were extracted from studies evaluating HCC diagnosis using CT/MRI LI-RADS and reporting HCC risk factors. IPD from studies were pooled and modelled with one-stage meta-regressions. Interactions were assessed between major features and HCC risk factors, including age, sex, cirrhosis, chronic hepatitis B virus (HBV), and study location. A mixed effects model that included the major features, as well as separate models that included interactions between each risk factor and each major feature, were fit. Differences in interactions across levels of each risk factor were calculated using adjusted odds-ratios (ORs), 95% confidence-intervals (CI), and z-tests. Risk of bias was assessed using QUADAS-2. (Protocol: https://osf.io/tdv7j/). Results: Across 23 studies (2958 patients and 3553 observations), the associations between LI-RADS major features and HCC were consistent across several HCC risk factors (P-value range: .09-.99). A sensitivity analysis among the 4 studies with a low risk of bias did not differ from the primary analysis. Conclusion: The association between CT/MRI LI-RADS major features and HCC risk factors do not significantly differ in individuals at-risk for HCC. These findings suggest that CT/MR LI-RADS should be applied to all patients considered at risk by LI-RADS without modification or exclusions, regardless of the presence or absence of the risk factors evaluated in this study.
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Affiliation(s)
- Robert G Adamo
- Faculty of Medicine at The University of Ottawa, Ottawa, ON, Canada
| | - Eric Lam
- Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | | | - Christian B van der Pol
- Juravinski Hospital and Cancer Centre, Hamilton Health Sciences, McMaster University, Hamilton, ON, Canada
| | | | - Haben Dawit
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Andreu F Costa
- Department of Diagnostic Radiology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, NS, Canada
| | - Brooke Levis
- Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
| | - Amit G Singal
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Victoria Chernyak
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, UC San Diego, La Jolla, CA, USA
| | - Mustafa R Bashir
- Departments of Radiology and Medicine, Duke University Medical Center, Durham, NC, USA
- Center for Advanced Magnetic Resonance Development, Duke University Medical Center, Durham, NC, USA
- Department of Radiology, University of North Carolina, Chapel Hill, NC, USA
| | - An Tang
- Department of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Ayman Alhasan
- Department of Radiology, College of Medicine, Taibah University, Medina, Saudi Arabia
- Department of Radiology, King Faisal Specialist Hospital and Research Centre, Medina, Saudi Arabia
| | - Brian C Allen
- Department of Radiology, Duke University Medical Center, Durham, NC, USA
| | - Caecilia S Reiner
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland
| | - Christopher Clarke
- Department of Radiology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Daniel R Ludwig
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Milena Cerny
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Jin Wang
- Department of Radiology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Sang Hyun Choi
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Tyler J Fraum
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ijin Joo
- Department of Radiology, Seoul National University College of Medicine, Jongno-gu, Seoul, South Korea
| | - So Yeon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Heejin Kwon
- Department of Radiology, Dong-A University Hospital, Dong-A University College of Medicine, Seogu, Busan, South Korea
| | - Hanyu Jiang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hyo-Jin Kang
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea
| | | | - Yeun-Yoon Kim
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Maxime Ronot
- Department of Radiology, Hôpital Beaujon, APHP.Nord, Clichy & Université Paris Cité, CRI UMR 1149, Paris, France
| | - Joanna Podgórska
- 2nd Radiology Department, Warsaw Medical University, Warsaw, Poland
| | - Grzegorz Rosiak
- 2nd Radiology Department, Warsaw Medical University, Warsaw, Poland
| | - Ji Soo Song
- Department of Radiology, Jeonbuk National University Medical School and Hospital, Jeonju, Jeonbuk, South Korea
| | - Matthew D F McInnes
- Rm c-159 Departments of Radiology and Epidemiology, University of Ottawa, Ottawa, ON, Canada
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7
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Lee S, Kim YY, Shin J, Shin H, Sirlin CB, Chernyak V. Performance of LI-RADS category 5 vs combined categories 4 and 5: a systemic review and meta-analysis. Eur Radiol 2024; 34:7025-7040. [PMID: 38809263 DOI: 10.1007/s00330-024-10813-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 04/10/2024] [Accepted: 04/16/2024] [Indexed: 05/30/2024]
Abstract
OBJECTIVE Computed tomography (CT)/magnetic resonance imaging (MRI) Liver Imaging Reporting and Data System (LI-RADS, LR) category 5 has high specificity and modest sensitivity for diagnosis of hepatocellular carcinoma (HCC). The purpose of this study was to compare the diagnostic performance of LR-5 vs combined LR-4 and LR-5 (LR-4/5) for HCC diagnosis. METHODS MEDLINE and EMBASE databases through January 03, 2023 were searched for studies reporting the performance of LR-5 and combined LR-4/5 for HCC diagnosis, using CT/MRI LI-RADS version 2014, 2017, or 2018. A bivariate random-effects model was used to calculate the pooled per-observation diagnostic performance. Subgroup analysis was performed based on imaging modalities and type of MRI contrast material. RESULTS Sixty-nine studies (15,108 observations, 9928 (65.7%) HCCs) were included. Compared to LR-5, combined LR-4/5 showed significantly higher pooled sensitivity (83.0% (95% CI [80.3-85.8%]) vs 65.7% (95% CI [62.4-69.1%]); p < 0.001), lower pooled specificity (75.0% (95% CI [70.5-79.6%]) vs 91.7% (95% CI [90.2-93.1%]); p < 0.001), lower pooled positive likelihood ratio (3.60 (95% CI [3.06-4.23]) vs 6.18 (95% CI [5.35-7.14]); p < 0.001), and lower pooled negative likelihood ratio (0.22 (95% CI [0.19-0.25]) vs 0.38 (95% CI [0.35-0.41]) vs; p < 0.001). Similar results were seen in all subgroups. CONCLUSIONS Our meta-analysis showed that combining LR-4 and LR-5 would increase sensitivity but decrease specificity, positive likelihood ratio, and negative likelihood ratio. These findings may inform management guidelines and individualized management. CLINICAL RELEVANCE STATEMENT This meta-analysis estimated the magnitude of changes in the sensitivity and specificity of imaging criteria when LI-RADS categories 4 and 5 were combined; these findings can inform management guidelines and individualized management. KEY POINTS There is no single worldwide reporting system for liver imaging, partly due to regional needs. Combining LI-RADS categories 4 and 5 increased sensitivity and decreased specificity and positive and negative likelihood ratios. Changes in the sensitivity and specificity of imaging criteria can inform management guidelines and individualized management.
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Affiliation(s)
- Sunyoung Lee
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yeun-Yoon Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jaeseung Shin
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hyejung Shin
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, CA, USA
| | - Victoria Chernyak
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Liu Z, Mao Y, Liu L, Li J, Li Q, Zhou Y. Preoperative CT features for characterization of vessels that encapsulate tumor clusters in hepatocellular carcinoma. Eur J Radiol 2024; 179:111681. [PMID: 39142009 DOI: 10.1016/j.ejrad.2024.111681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 08/03/2024] [Accepted: 08/08/2024] [Indexed: 08/16/2024]
Abstract
PURPOSE To explore the capability of preoperative CT imaging features, in combination with clinical indicators, for predicting vessels that encapsulate tumor clusters (VETC) pattern and prognosis in hepatocellular carcinoma (HCC). MATERIALS AND METHODS From January 2015 to May 2022, patients with HCC who underwent curative resection and preoperative enhanced CT were retrospectively included. Clinical indicators and imaging featuresassociated with the VETC pattern were determined by logistic regression analyses. The early recurrence (ER) rate was determined using the Kaplan-Meier survival curve. Factors associated with ER after surgical resection were identified by Cox regression analyses. RESULT A total of 243 patients with HCCwere evaluated. The total bilirubin > 17.1 μmol/L (odds ratio [OR] 3.43, 95 % Confidence Interval [CI] 1.70, 6.91, p = 0.001), serum α-fetoprotein > 100 ng/mL (OR 2.41, 95 % CI 1.25, 4.67, p = 0.009), intratumor artery (IA) (OR 2.00, 95 % CI 1.04, 3.86,p = 0.039) and arterial peritumoral enhancement (OR 2.60, 95 % CI 1.13, 5.96, p = 0.025) were independent risk factors for VETC+-HCC. The VETC+status andCT feature ofIA were associated with an increased risk of recurrence, with a shorter median RFS, compared to those without these factors (p < 0.001 and p = 0.019, respectively). In multivariable Cox regression analysis, the VETC+(hazard ratio [HR] 2.60, 95 % CI 1.66, 4.09, p < 0.001), morphological patterns of confluent multinodular growth (HR 1.79, 95 % CI 1.10, 2.91,p = 0.019), the number of the tumors (≥2) (HR 2.69, 95 % CI 1.56, 4.65, p < 0.001), and the IA (HR 1.73, 95 % CI 1.12, 2.66, p = 0.013) were independent predictors of ER in patients with HCC after surgical resection. CONCLUSION Preoperative CT features combined with clinical indicators could predict VETC pattern, and the CT features, along with VETC status, were of prognostic significance for early postoperative recurrence in patients with HCC. CLINICAL RELEVANCE STATEMENT Preoperative CT features combined with clinical indicators could predict VETC pattern, and the CT features, along with VETC status, were of prognostic significance for early recurrence in patients with HCC after surgical resection.
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Affiliation(s)
- Ziyu Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuzhong District, Chongqing 400016, PR China.
| | - Yun Mao
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuzhong District, Chongqing 400016, PR China.
| | - Liu Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuzhong District, Chongqing 400016, PR China.
| | - Junjie Li
- Department of Nuclear Medicine, The First Affiliated Hospital of Chongqing Medical University, PR China.
| | - Qingshu Li
- Department of Pathology, School of Basic Medicine, Chongqing Medical University/ Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University/ Department of Clinical Pathology Laboratory of Pathology Diagnostic Center, Chongqing Medical University, No.1 Medical College Road, Yuzhong District, Chongqing 400016, PR China.
| | - Yin Zhou
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuzhong District, Chongqing 400016, PR China.
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Kim DH, Choi SH. Inter-reader agreement for CT/MRI LI-RADS category M imaging features: a systematic review and meta-analysis. JOURNAL OF LIVER CANCER 2024; 24:192-205. [PMID: 38616543 PMCID: PMC11449575 DOI: 10.17998/jlc.2024.04.05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/01/2024] [Accepted: 04/05/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUNDS/AIMS To systematically evaluate inter-reader agreement in the assessment of individual liver imaging reporting and data system (LI-RADS) category M (LR-M) imaging features in computed tomography/magnetic resonance imaging (CT/MRI) LIRADS v2018, and to explore the causes of poor agreement in LR-M assignment. METHODS Original studies reporting inter-reader agreement for LR-M features on multiphasic CT or MRI were identified using the MEDLINE, EMBASE, and Cochrane databases. The pooled kappa coefficient (κ) was calculated using the DerSimonian-Laird random-effects model. Heterogeneity was assessed using Cochran's Q test and I2 statistics. Subgroup meta-regression analyses were conducted to explore the study heterogeneity. RESULTS In total, 24 eligible studies with 5,163 hepatic observations were included. The pooled κ values were 0.72 (95% confidence interval [CI], 0.65-0.78) for rim arterial phase hyperenhancement, 0.52 (95% CI, 0.39-0.65) for peripheral washout, 0.60 (95% CI, 0.50-0.70) for delayed central enhancement, 0.68 (95% CI, 0.57-0.78) for targetoid restriction, 0.74 (95% CI, 0.65-0.83) for targetoid transitional phase/hepatobiliary phase appearance, 0.64 (95% CI, 0.49-0.78) for infiltrative appearance, 0.49 (95% CI, 0.30-0.68) for marked diffusion restriction, and 0.61 (95% CI, 0.48-0.73) for necrosis or severe ischemia. Substantial study heterogeneity was observed for all LR-M features (Cochran's Q test, P<0.01; I2≥89.2%). Studies with a mean observation size of <3 cm, those performed using 1.5-T MRI, and those with multiple image readers, were significantly associated with poor agreement of LR-M features. CONCLUSIONS The agreement for peripheral washout and marked diffusion restriction was limited. The LI-RADS should focus on improving the agreement of LR-M features.
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Affiliation(s)
- Dong Hwan Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Hyun Choi
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Ba T, Xu H, Yang DW, Wang ZC, Yang Z, Ren AH. Systematic training of LI-RADS CT v2018 improves interobserver agreements and performances in LR categorization for focal liver lesions. Jpn J Radiol 2024; 42:476-486. [PMID: 38291269 DOI: 10.1007/s11604-023-01523-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 12/05/2023] [Indexed: 02/01/2024]
Abstract
AIM To retrospectively explored whether systematic training in the use of Liver Imaging Reporting and Data System (LI-RADS) v2018 on computed tomography (CT) can improve the interobserver agreements and performances in LR categorization for focal liver lesions (FLLs) among different radiologists. MATERIALS AND METHODS A total of 18 visiting radiologists and the liver multiphase CT images of 70 hepatic observations in 63 patients at high risk of HCC were included in this study. The LI-RADS v2018 training procedure included three thematic lectures, with an interval of 1 month. After each seminar, the radiologists had 1 month to adopt the algorithm into their daily work. The interobserver agreements and performances in LR categorization for FLLs among the radiologists before and after training were compared. RESULTS After training, the interobserver agreements in classifying the LR categories for all radiologists were significantly increased for most LR categories (P < 0.001), except for LR-1 (P = 0.053). After systematic training, the areas under the curve (AUCs) for LR categorization performance for all participants were significantly increased for most LR categories (P < 0.001), except for LR-1 (P = 0.062). CONCLUSION Systematic training in the use of the LI-RADS can improve the interobserver agreements and performances in LR categorization for FLLs among radiologists with different levels of experience.
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Affiliation(s)
- Te Ba
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 YongAn Road, Xicheng District, Beijing, 100050, People's Republic of China
- Department of Radiology, The First Hospital of Beijing Fangshan District, 6 Fangyao Road Chengguan, Fangshan District, Beijing, 102600, People's Republic of China
| | - Hui Xu
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 YongAn Road, Xicheng District, Beijing, 100050, People's Republic of China
| | - Da-Wei Yang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 YongAn Road, Xicheng District, Beijing, 100050, People's Republic of China
| | - Zhen-Chang Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 YongAn Road, Xicheng District, Beijing, 100050, People's Republic of China
| | - Zhenghan Yang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 YongAn Road, Xicheng District, Beijing, 100050, People's Republic of China.
| | - A-Hong Ren
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, 95 YongAn Road, Xicheng District, Beijing, 100050, People's Republic of China.
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11
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Huang R, Zheng C, Xu G, Chen X, Shen J, Mao S. A Modified Targetoid Feature Emphasizing Thin-Rim APHE to Improve the Diagnostic Performance of LI-RADS for Malignant Hepatic Tumors. J Hepatocell Carcinoma 2024; 11:775-786. [PMID: 38689802 PMCID: PMC11060173 DOI: 10.2147/jhc.s448257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 03/05/2024] [Indexed: 05/02/2024] Open
Abstract
Objective To identify imaging features that help distinguish between HCCs and non-HCC malignancies assigned to LI-RADS M (LR-M) and evaluate the diagnostic performance of a LI-RADS with targetoid criteria using thin-rim arterial phase hyperenhancement (APHE). Materials and Methods This retrospective study included 381 patients (387 observations) at high-risk for HCC who underwent enhanced-MRI before surgery. Three radiologists reviewed images for LI-RADS categorization of hepatic observations. Univariate and multivariate analysis was conducted to determine reliable features to differentiate between HCC and non-HCC malignancies among the LR-M lesions. The thin-rim (<30%) APHE was defined based on the thickest thickness of rim APHE compared with the tumor radius, and a modified LI-RADS emphasizing thin-rim APHE as a specific feature of LR-M was established. We compared the diagnostic performance of modified LR-M and LI-RADS 5 (LR-5) with the conventional one. Results Thin-rim APHE and targetoid diffusion-weighted imaging (DWI) were found as independent predictive factors of non-HCC malignancies, while enhancing capsule, thick-rim APHE and peripheral washout were noted as independent variables significantly associated with HCC of LR-M (P<0.05). The noticeable diagnostic performance of thin-rim APHE in distinguishing non-HCC malignancies from HCCs using the ROC curve. Emphasizing thin-rim APHE on targetoid features, the modified LR-M revealed significantly superior specificity and accuracy (89.4% vs 81.1%, P=0.004; and 87.9% vs 82.2%, P=0.027, respectively) while maintaining high sensitivity (82.2% vs 86.0%; P=0.529) compared with the LR-M. Meanwhile, the modified LR-5 achieved greater sensitivity and accuracy (88.6% vs 79.7%, P=0.004; and 85.8% vs 80.1%, P=0.036, respectively) for diagnosing HCC, without compromising specificity (78.3% vs.81.1%; P=0.608) compared with the LR-5. Conclusion Thin-rim APHE may be the specific imaging feature for differentiating non-HCC malignancies from HCCs within LR-M. The modified targetoid criteria emphasizing thin-rim APHE can improve the diagnostic performance of LI-RADS for hepatic malignancies.
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Affiliation(s)
- Runqian Huang
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Chunling Zheng
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Radiology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, People’s Republic of China
| | - Guixiao Xu
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Xuanwei Chen
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Jingxian Shen
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Siyue Mao
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
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12
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Lee S, Kim YY, Shin J, Roh YH, Choi JY, Chernyak V, Sirlin CB. Liver Imaging Reporting and Data System version 2018 category 5 for diagnosing hepatocellular carcinoma: an updated meta-analysis. Eur Radiol 2024; 34:1502-1514. [PMID: 37656177 DOI: 10.1007/s00330-023-10134-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 05/24/2023] [Accepted: 07/07/2023] [Indexed: 09/02/2023]
Abstract
OBJECTIVE We performed an updated meta-analysis to determine the diagnostic performance of Liver Imaging Reporting and Data System (LI-RADS, LR) 5 category for hepatocellular carcinoma (HCC) using LI-RADS version 2018 (v2018), and to evaluate differences by imaging modalities and type of MRI contrast material. METHODS The MEDLINE and Embase databases were searched for studies reporting the performance of LR-5 using v2018 for diagnosing HCC. A bivariate random-effects model was used to calculate the pooled per-observation sensitivity and specificity. Subgroup analysis was performed based on imaging modalities and type of MRI contrast material. RESULTS Forty-eight studies qualified for the meta-analysis, comprising 9031 patients, 10,547 observations, and 7216 HCCs. The pooled per-observation sensitivity and specificity of LR-5 for diagnosing HCC were 66% (95% CI, 61-70%) and 91% (95% CI, 89-93%), respectively. In the subgroup analysis, MRI with extracellular agent (ECA-MRI) showed significantly higher pooled sensitivity (77% [95% CI, 70-82%]) than CT (66% [95% CI, 58-73%]; p = 0.023) or MRI with gadoxetate (Gx-MRI) (65% [95% CI, 60-70%]; p = 0.001), but there was no significant difference between ECA-MRI and MRI with gadobenate (gadobenate-MRI) (73% [95% CI, 61-82%]; p = 0.495). Pooled specificities were 88% (95% CI, 80-93%) for CT, 92% (95% CI, 86-95%) for ECA-MRI, 93% (95% CI, 91-95%) for Gx-MRI, and 91% (95% CI, 84-95%) for gadobenate-MRI without significant differences (p = 0.084-0.803). CONCLUSIONS LI-RADS v2018 LR-5 provides high specificity for HCC diagnosis regardless of modality or contrast material, while ECA-MRI showed higher sensitivity than CT or Gx-MRI. CLINICAL RELEVANCE STATEMENT Refinement of the criteria for improving sensitivity while maintaining high specificity of LR-5 for HCC diagnosis may be an essential future direction. KEY POINTS • The pooled per-observation sensitivity and specificity of LR-5 for diagnosing HCC using LI-RADSv2018 were 66% and 91%, respectively. • ECA-MRI showed higher sensitivity than CT (77% vs 66%, p = 0.023) or Gx-MRI (77% vs 65%, p = 0.001). • LI-RADS v2018 LR-5 provides high specificity (88-93%) for HCC diagnosis regardless of modality or contrast material type.
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Affiliation(s)
- Sunyoung Lee
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
| | - Yeun-Yoon Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jaeseung Shin
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Yun Ho Roh
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jin-Young Choi
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Victoria Chernyak
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, CA, USA
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Wu J, Zhao Q, Wang Y, Xiao F, Cai W, Liu S, Du Z, Yu X, Liu F, Yu J, Liang P. Feeding artery: a valuable feature for differentiation of regenerative nodule, dysplastic nodules and small hepatocellular carcinoma in CEUS LI-RADS. Eur Radiol 2024; 34:745-754. [PMID: 37589899 DOI: 10.1007/s00330-023-10006-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/19/2023] [Accepted: 05/28/2023] [Indexed: 08/18/2023]
Abstract
OBJECTIVE To investigate whether the feeding artery (FA) feature can aid in discriminating small hepatocellular carcinoma (HCC) using the contrast-enhanced ultrasound (CEUS) Liver Imaging Reporting and Data System (LI-RADS) from precancerous lesions. METHODS Between June 2017 and May 2021, a total of 347 patients with 351 precancerous liver lesions or small HCCs who underwent CEUS were enrolled. Two independent radiologists assigned LI-RADS categories to all lesions and assessed the presence of the FA feature, which was used as an ancillary feature to either upgrade or downgrade the LI-RADS category. The diagnostic performance of CEUS LI-RADS, both with and without the FA feature, was evaluated based on accuracy, sensitivity, specificity, positive predictive value, and negative predictive value. RESULTS The FA feature was found to be more prevalent in HCC (85.54%, p < 0.001) than in regenerative nodules (RNs, 29.73%), low-grade dysplastic nodules (LGDNs, 33.33%), and high-grade dysplastic nodules (HGDNs, 55.26%). Furthermore, the presence of arterial phase hyperenhancement (APHE), washout (WO), and FA in liver nodules was associated with a higher expression of GPC-3 and Ki-67 compared to the group without these features (p < 0.001). After adjusting, the sensitivity and accuracy of LR-5 for HCC improved from 68.67% (95%CI: 62.46%, 74.30%) to 77.51% (95%CI: 71.72%, 82.44%) and from 69.23% (95%CI: 64.11%, 74.02%) to 73.79% (95%CI: 68.86%, 78.31%), respectively. CONCLUSION The FA feature is a valuable feature for distinguishing small HCC and precancerous lesions and could be added as a possible ancillary feature in CEUS LI-RADS which was backed up by biomarkers. CLINICAL RELEVANCE STATEMENT The presence of a feeding artery is a valuable imaging feature in the differentiation of HCC and precancerous lesions. Incorporating this characteristic in the CEUS LI-RADS can enhance the diagnostic ability. KEY POINTS • Feeding artery is more frequent in HCC than in regenerative nodules, low-grade dysplastic nodules, and high-grade dysplastic nodules. • Feeding artery feature is a valuable ancillary feature for CEUS LI-RADS to differentiate regenerative nodules, low-grade dysplastic nodules, high-grade dysplastic nodules, and HCC. • The existence of feeding artery, arterial phase hyperenhancement, and washout is associated with more GPC-3 positive expression and higher Ki-67 expression than the group without these features.
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Affiliation(s)
- Jiapeng Wu
- School of Medicine, Nankai University, Tianjin, China
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Qinxian Zhao
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Yuling Wang
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Fan Xiao
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Wenjia Cai
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Sisi Liu
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Zhicheng Du
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Xiamen Key Laboratory of Endocrine-Related Cancer Precision Medicine, Xiang'an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Xiaoling Yu
- Department of Interventional Ultrasound, First Medical Center of Chinese PLA General Hospital, Beijing, 100853, China
| | - Fangyi Liu
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China
| | - Jie Yu
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China.
| | - Ping Liang
- School of Medicine, Nankai University, Tianjin, China.
- Department of Ultrasound, Fifth Medical Center of Chinese, PLA General Hospital, Beijing, China.
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Suhail Najm Alareer H, Arian A, Fotouhi M, Taher HJ, Dinar Abdullah A. Evidence Supporting Diagnostic Value of Liver Imaging Reporting and Data System for CT- and MR Imaging-based Diagnosis of Hepatocellular Carcinoma: A Systematic Review and Meta-analysis. J Biomed Phys Eng 2024; 14:5-20. [PMID: 38357604 PMCID: PMC10862115 DOI: 10.31661/jbpe.v0i0.2211-1562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 03/12/2023] [Indexed: 02/16/2024]
Abstract
Background Based on the Liver Imaging Data and Reporting System (LI-RADS) guidelines, Hepatocellular Carcinoma (HCC) can be diagnosed using imaging criteria in patients at risk of HCC. Objective This study aimed to assess the diagnostic value of LI-RADS in high-risk patients with HCC. Material and Methods This systematic review is conducted on international databases, including Google Scholar, Web of Science, PubMed, Embase, PROQUEST, and Cochrane Library, with appropriate keywords. Using the binomial distribution formula, the variance of each study was calculated, and all the data were analyzed using STATA version 16. The pooled sensitivity and specificity were determined using a random-effects meta-analysis approach. Also, we used the chi-squared test and I2 index to calculate heterogeneity among studies, and Funnel plots and Egger tests were used for evaluating publication bias. Results The pooled sensitivity was estimated at 0.80 (95% CI 0.76-0.84). According to different types of Liver Imaging Reporting and Data Systems (LI-RADS), the highest pooled sensitivity was in version 2018 (0.83 (95% CI 0.79-0.87) (I2: 80.6%, P of chi 2 test for heterogeneity <0.001 and T2: 0.001). The pooled specificity was estimated as 0.89 (95% CI 0.87-0.92). According to different types of LI-RADS, the highest pooled specificity was in version 2014 (93.0 (95% CI 89.0-96.0) (I2: 81.7%, P of chi 2 test for heterogeneity <0.001 and T2: 0.001). Conclusion LI-RADS can assist radiologists in achieving the required sensitivity and specificity in high-risk patients suspected to have HCC. Therefore, this strategy can serve as an appropriate tool for identifying HCC.
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Affiliation(s)
- Hayder Suhail Najm Alareer
- Department of Radiology, College of Health and Medical Technology, Al-Ayen University, Thi-Qar, 64001, Iraq
| | - Arvin Arian
- Cancer Institute ADIR, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Maryam Fotouhi
- Quantitative MR Imaging and Spectroscopy Group (QMISG), Research Centre for Molecular and Cellular Imaging (RCMCI), Advanced Medical Technologies and Equipment Institute (AMTEI), Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | | | - Ayoob Dinar Abdullah
- Department of Radiology Technology, Al-Manara College for Medical Sciences, Missan, Iraq
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Cannella R, Matteini F, Dioguardi Burgio M, Sartoris R, Beaufrère A, Calderaro J, Mulé S, Reizine E, Luciani A, Laurent A, Seror O, Ganne-Carrié N, Wagner M, Scatton O, Vilgrain V, Cauchy F, Hobeika C, Ronot M. Association of LI-RADS and Histopathologic Features with Survival in Patients with Solitary Resected Hepatocellular Carcinoma. Radiology 2024; 310:e231160. [PMID: 38411519 DOI: 10.1148/radiol.231160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Background Both Liver Imaging Reporting and Data System (LI-RADS) and histopathologic features provide prognostic information in patients with hepatocellular carcinoma (HCC), but whether LI-RADS is independently associated with survival is uncertain. Purpose To assess the association of LI-RADS categories and features with survival outcomes in patients with solitary resected HCC. Materials and Methods This retrospective study included patients with solitary resected HCC from three institutions examined with preoperative contrast-enhanced CT and/or MRI between January 2008 and December 2019. Three independent readers evaluated the LI-RADS version 2018 categories and features. Histopathologic features including World Health Organization tumor grade, microvascular and macrovascular invasion, satellite nodules, and tumor capsule were recorded. Overall survival and disease-free survival were assessed with Cox regression models. Marginal effects of nontargetoid features on survival were estimated using propensity score matching. Results A total of 360 patients (median age, 64 years [IQR, 56-70 years]; 280 male patients) were included. At CT and MRI, the LI-RADS LR-M category was associated with increased risk of recurrence (CT: hazard ratio [HR] = 1.83 [95% CI: 1.26, 2.66], P = .001; MRI: HR = 2.22 [95% CI: 1.56, 3.16], P < .001) and death (CT: HR = 2.47 [95% CI: 1.72, 3.55], P < .001; MRI: HR = 1.80 [95% CI: 1.32, 2.46], P < .001) independently of histopathologic features. The presence of at least one nontargetoid feature was associated with an increased risk of recurrence (CT: HR = 1.80 [95% CI: 1.36, 2.38], P < .001; MRI: HR = 1.93 [95% CI: 1.81, 2.06], P < .001) and death (CT: HR = 1.51 [95% CI: 1.10, 2.07], P < .010) independently of histopathologic features. In matched samples, recurrence was associated with the presence of at least one nontargetoid feature at CT (HR = 2.06 [95% CI: 1.15, 3.66]; P = .02) or MRI (HR = 1.79 [95% CI: 1.01, 3.20]; P = .048). Conclusion In patients with solitary resected HCC, LR-M category and nontargetoid features were negatively associated with survival independently of histopathologic characteristics. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Kartalis and Grigoriadis in this issue.
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Affiliation(s)
- Roberto Cannella
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Francesco Matteini
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Marco Dioguardi Burgio
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Riccardo Sartoris
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Aurélie Beaufrère
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Julien Calderaro
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Sébastien Mulé
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Edouard Reizine
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Alain Luciani
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Alexis Laurent
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Olivier Seror
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Nathalie Ganne-Carrié
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Mathilde Wagner
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Olivier Scatton
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Valérie Vilgrain
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - François Cauchy
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Christian Hobeika
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
| | - Maxime Ronot
- From the Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy (R.C., F.M.); Departments of Radiology (F.M., M.D.B., R.S., V.V., M.R.), Pathology (A.B.), and Hepatobiliary Surgery (F.C., C.H.), Hôpital Beaujon, AP-HP Nord, 100 Blvd du Général Leclerc, 92118 Clichy, France; Université Paris Cité, Paris, France (A.B., V.V., M.R.); Centre de Recherche sur l'Inflammation, INSERM UMR 1149, Paris, France (A.B.); Departments of Pathology (J.C.), Medical Imaging (S.M., E.R., A. Luciani), and Hepatobiliary and Digestive Surgery (A. Laurent), Hôpitaux Universitaires Henri-Mondor, AP-HP, Université Paris Est Créteil, Faculté de Santé, Créteil, France; INSERM U955, Team "Pathophysiology and Therapy of Chronic Viral Hepatitis and Related Cancers," Créteil, France (A. Laurent); Department of Radiology (O. Seror) and Liver Unit (N.G.C.), Avicenne Hospital, AP-HP, Bobigny, France; Sorbonne Paris Nord University, UFR SMBH, Bobigny, France (N.G.C.); INSERM UMR 1138, Team "Functional Genomic of Solid Tumors," Paris, France (N.G.C.); and Departments of Imaging (M.W.) and HPB and Liver Transplantation (O. Scatton), Hôpital Universitaire Pitié-Salpêtrière, AP-HP, Sorbonne Université, Centre de Recherche Saint-Antoine INSERM, Paris, France
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Sheng R, Zhang Y, Wang H, Zhang W, Jin K, Sun W, Dai Y, Zhou J, Zeng M. A multi-center diagnostic system for intrahepatic mass-forming cholangiocarcinoma based on preoperative MRI and clinical features. Eur Radiol 2024; 34:548-559. [PMID: 37552257 DOI: 10.1007/s00330-023-10002-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 05/29/2023] [Accepted: 06/05/2023] [Indexed: 08/09/2023]
Abstract
OBJECTIVES To establish a non-invasive diagnostic system for intrahepatic mass-forming cholangiocarcinoma (IMCC) via decision tree analysis. METHODS Totally 1008 patients with 504 pathologically confirmed IMCCs and proportional hepatocellular carcinomas (HCC) and combined hepatocellular cholangiocarcinomas (cHCC-CC) from multi-centers were retrospectively included (internal cohort n = 700, external cohort n = 308). Univariate and multivariate logistic regression analyses were applied to evaluate the independent clinical and MRI predictors for IMCC, and the selected features were used to develop a decision tree-based diagnostic system. Diagnostic efficacy of the established system was calculated by the receiver operating characteristic curve analysis in the internal training-testing and external validation cohorts, and also in small lesions ≤ 3 cm. RESULTS Multivariate analysis revealed that female, no chronic liver disease or cirrhosis, elevated carbohydrate antigen 19-9 (CA19-9) level, normal alpha-fetoprotein (AFP) level, lobulated tumor shape, progressive or persistent enhancement pattern, no enhancing tumor capsule, targetoid appearance, and liver surface retraction were independent characteristics favoring the diagnosis of IMCC over HCC or cHCC-CC (odds ratio = 3.273-25.00, p < 0.001 to p = 0.021). Among which enhancement pattern had the highest weight of 0.816. The diagnostic system incorporating significant characteristics above showed excellent performance in the internal training (area under the curve (AUC) 0.971), internal testing (AUC 0.956), and external validation (AUC 0.945) cohorts, as well as in small lesions ≤ 3 cm (AUC 0.956). CONCLUSIONS In consideration of the great generalizability and clinical efficacy in multi-centers, the proposed diagnostic system may serve as a non-invasive, reliable, and easy-to-operate tool in IMCC diagnosis, providing an efficient approach to discriminate IMCC from other HCC-containing primary liver cancers. CLINICAL RELEVANCE STATEMENT This study established a non-invasive, easy-to-operate, and explainable decision tree-based diagnostic system for intrahepatic mass-forming cholangiocarcinoma, which may provide essential information for clinical decision-making. KEY POINTS • Distinguishing intrahepatic mass-forming cholangiocarcinoma (IMCC) from other primary liver cancers is important for both treatment planning and outcome prediction. • The MRI-based diagnostic system showed great performance with satisfying generalization ability in the diagnosis and discrimination of IMCC. • The diagnostic system may serve as a non-invasive, easy-to-operate, and explainable tool in the diagnosis and risk stratification for IMCC.
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Affiliation(s)
- Ruofan Sheng
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, No. 668 Jinhu Road, Huli District, Xiamen, 361015, Fujian, China
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
- Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Yunfei Zhang
- Shanghai Institute of Medical Imaging, Shanghai, 200032, China
- Central Research Institute, United Imaging Healthcare, Shanghai, 201800, China
| | - Heqing Wang
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, No. 668 Jinhu Road, Huli District, Xiamen, 361015, Fujian, China
| | - Weiguo Zhang
- Dushu Lake Public Hospital Affiliated to Soochow University, Suzhou, 215028, China
| | - Kaipu Jin
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
- Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Wei Sun
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
- Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Yongming Dai
- Central Research Institute, United Imaging Healthcare, Shanghai, 201800, China
| | - Jianjun Zhou
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, No. 668 Jinhu Road, Huli District, Xiamen, 361015, Fujian, China.
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.
- Xiamen Municipal Clinical Research Center for Medical Imaging, and Xiamen Key Clinical Specialty for Radiology, Xiamen, 361015, China.
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.
- Shanghai Institute of Medical Imaging, Shanghai, 200032, China.
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
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Brusset B, Jacquemin M, Teyssier Y, Roth GS, Sturm N, Roustit M, Bône A, Ghelfi J, Costentin CE, Decaens T. Radiological diagnosis of hepatocellular carcinoma does not preclude biopsy before treatment. JHEP Rep 2024; 6:100957. [PMID: 38234407 PMCID: PMC10792651 DOI: 10.1016/j.jhepr.2023.100957] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 10/16/2023] [Accepted: 10/17/2023] [Indexed: 01/19/2024] Open
Abstract
Background & Aims The diagnosis of hepatocellular carcinoma (HCC) in patients with cirrhosis relies on non-invasive criteria based on international guidelines. The advent of systemic therapies warrants reconsideration of the role of biopsy specimens in the diagnosis of HCC. Accordingly, we investigated the diagnostic performance of the LI-RADS 2018 and the AASLD 2011 criteria. Methods Consecutive patients with cirrhosis who underwent a biopsy for suspected HCC between 2015 and 2020 were included. The available imaging studies (computed tomography and/or magnetic resonance imaging) were blindly reviewed by two independent radiologists. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were assessed for LI-RADS, AASLD, and biopsies. Results In total, 167 patients underwent both available biopsy and imaging. Of the 137 relevant biopsies, 114 patients had HCC (83.2%), 12 (9%) had non-HCC malignant lesions, and 11 (8%) had benign nodules. The PPV and NPV of the biopsies were 100% and 62%, respectively; 30 biopsies were non-contributive. The PPV and NPV of the LI-RADS categories were 89% and 32.8% for LR-5 and 85.5% and 54.5% for LR-4 + 5 + TIV, respectively. The PPV and NPV of the 2011 AASLD criteria were 93.2% and 35.6%, respectively. The interobserver kappa (k = 0.380) for the LR-5 categories was reasonable. Of 100 LR-5 nodules, 11 were misclassified, in particular one case was a colorectal metastasis, and two cases were cholangiocarcinomas, of which nine were identified through biopsy, whereas six were correctly classified according to LI-RADS (LR-M or LR-TIV). Fifty percent of macrotrabecular HCC and 48.4% of poorly differentiated HCC (Edmonson 3 and 4) were not classified as LR-5. Conclusions LI-RADS 2018 did not outperform the AASLD 2011 score as a non-invasive diagnosis of HCC. Tumor biopsy allowed restoration of an accurate diagnosis in 11% of LR-5 cases. A combined radiological and histological diagnosis should be considered mandatory for good treatment assessment. Impact and Implications Although biopsy is not required for hepatocellular carcinoma diagnosis when the LI-RADS criteria are met according to current guidelines, our study underscores the limits of radiology and the need for biopsy when hepatocellular carcinoma is suspected. Histological findings could change therapeutics of liver tumors even if only for a small proportion of patients. Histological proof of the type of cancer is a standard in oncology.
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Affiliation(s)
- Bleuenn Brusset
- Univ. Grenoble Alpes, Service d'hépato-gastroentérologie et d'oncologie digestive, CHU Grenoble Alpes, Grenoble, France
| | - Marion Jacquemin
- Univ. Grenoble Alpes, Service d'hépato-gastroentérologie et d'oncologie digestive, CHU Grenoble Alpes, Grenoble, France
| | - Yann Teyssier
- Radiology Department, Université Grenoble Alpes, CHU Grenoble Alpes, Grenoble, France
| | - Gaël S. Roth
- Univ. Grenoble Alpes, Service d'hépato-gastroentérologie et d'oncologie digestive, CHU Grenoble Alpes, Grenoble, France
- Institute for Advanced Biosciences-INSERM U1209/CNRS UMR, Université Grenoble Alpes, Grenoble, France
| | - Nathalie Sturm
- Anatomie et Cytologie Pathologiques, Université Grenoble Alpes, CHU Grenoble Alpes, Grenoble, France
| | - Matthieu Roustit
- Centre d’Investigation Clinique, Université Grenoble Alpes, CHU Grenoble Alpes, Grenoble, France
| | | | - Julien Ghelfi
- Radiology Department, Université Grenoble Alpes, CHU Grenoble Alpes, Grenoble, France
- Institute for Advanced Biosciences-INSERM U1209/CNRS UMR, Université Grenoble Alpes, Grenoble, France
| | - Charlotte E. Costentin
- Univ. Grenoble Alpes, Service d'hépato-gastroentérologie et d'oncologie digestive, CHU Grenoble Alpes, Grenoble, France
- Institute for Advanced Biosciences-INSERM U1209/CNRS UMR, Université Grenoble Alpes, Grenoble, France
| | - Thomas Decaens
- Univ. Grenoble Alpes, Service d'hépato-gastroentérologie et d'oncologie digestive, CHU Grenoble Alpes, Grenoble, France
- Institute for Advanced Biosciences-INSERM U1209/CNRS UMR, Université Grenoble Alpes, Grenoble, France
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18
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Lyu R, Wang D, Hu W, Gao Z, Yu C, Wang J, Li M, Jia K. Threshold growth has a limited role in differentiating hepatocellular carcinoma from other focal hepatic lesions. BMC Med Imaging 2023; 23:201. [PMID: 38049717 PMCID: PMC10694982 DOI: 10.1186/s12880-023-01161-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 11/23/2023] [Indexed: 12/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVE: The role of threshold growth, as one of the major features (MFs) of hepatocellular carcinoma (HCC) in the Liver Imaging Reporting and Data System (LI-RADS) is inconsistent. This study evaluated the LI-RADS diagnostic performance for HCC when threshold growth was removed or replaced by independently significant ancillary features (AFs). MATERIALS AND METHODS: This retrospective institutional review board-approved study included patients with a high HCC risk who underwent gadoxetic acid-enhanced MRIs. The MRI findings were consistent with pathologically proven focal hepatic observations. The pathological results were used as the gold standard reference. The sizes of the lesions with and without threshold growth were compared. Univariate and multivariate logistic regression analyses were used to confirm the independently significant AFs of HCC. In addition to the classification criteria of LI-RADS version 2018 (LI-RADS v2018), the lesions were also reclassified according to the following two schemes: scheme A, using all MFs except threshold growth, with threshold growth feature treated as an AF favouring malignancy; and scheme B, replacing the threshold growth feature with independently significant AFs and treated them as new MFs. The diagnostic performance of the above two LI-RADS schemes for HCC was calculated and compared with that of LI-RADS v2018. RESULTS: A total of 379 patients and 426 observations were included. Threshold growth was not an independent significant MF for HCC diagnosis [odds ratio (OR), 1.0; 95% confidence interval (CI), 0.6-1.8; p = 0.927]. For all three groups of observations (HCCs, non-HCC malignancies, and benign lesions), the mean size with threshold growth was smaller than that without threshold growth (all p < 0.05). The nodule-in-nodule feature was an independent significant AF (OR, 9.8; 95% CI, 1.2-79.3; p = 0.032) and was used to replace threshold growth as a new MF in scheme B. The sensitivities of schemes A and B were 74.0% and 75.6%, respectively. The specificities of schemes A and B were the same (88.6%). None of the diagnostic performance metrics for HCC (sensitivity, specificity, accuracy) of either scheme A or B was significantly different from those of LI-RADS v2018 (all p > 0.05). CONCLUSION: Threshold growth is not an independently significant MF for HCC diagnosis. The diagnostic performance of LI-RADS for HCC is not affected regardless of whether threshold growth is removed from the list of MFs or replaced with an independently significant and more HCC-specific AF, which is the nodule-in-nodule feature.
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Affiliation(s)
- Rong Lyu
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Di Wang
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Weijuan Hu
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Zhongsong Gao
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Changlu Yu
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Jiao Wang
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Mingge Li
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Kefeng Jia
- Department of Radiology, Tianjin Third Central Hospital, Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Artificial Cell Engineering Technology Research Center, Tianjin Institute of Hepatobiliary Disease, NO.83 Jintang Road, Hedong District, Tianjin, 300170, China.
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Dadrass F, Acree P, Kim E. Chemoembolization Plus Ablation: Current Status. Semin Intervent Radiol 2023; 40:505-510. [PMID: 38274219 PMCID: PMC10807969 DOI: 10.1055/s-0043-1777715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide. The treatment landscape for HCC has evolved significantly over the past decade, with several modalities available to treat various stages of disease. The Barcelona Clinic Liver Cancer (BCLC) system provides a foundation for treatment guidance. However, given the complex nature of HCC, a more nuanced approach is often required, especially for lesions sized between 3 and 5 cm. This review aims to analyze the available treatments for early-stage HCC lesions between 3 and 5 cm, with a focus on the therapeutic potential and efficacy of transarterial chemoembolization (TACE)-ablation. Additional therapies including TACE, ablation, transarterial radioembolization, and surgical resection are also reviewed and compared with TACE-ablation. TACE-ablation is a viable therapeutic option for early-stage HCC lesions between 3 and 5 cm. Surgical resection remains the gold standard. Although recent studies suggest radiation segmentectomy may be a curative approach for this patient population, further studies are needed to compare the relative efficacies between TACE-ablation and radiation segmentectomy.
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Affiliation(s)
- Farnaz Dadrass
- Department of Diagnostic, Molecular and Interventional Radiology, Mount Sinai Hospital, New York, New York
| | - Pascal Acree
- Department of Radiology and Imaging, Medical College of Georgia School of Medicine, Medical College of Georgia at Augusta University, Athens, Georgia
| | - Edward Kim
- Department of Diagnostic, Molecular and Interventional Radiology, Mount Sinai Hospital, New York, New York
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20
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Dadrass F, Sher A, Kim E. Update on Locoregional Therapies for Liver Cancer: Radiation Segmentectomy. Curr Oncol 2023; 30:10075-10084. [PMID: 38132366 PMCID: PMC10742532 DOI: 10.3390/curroncol30120732] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/31/2023] [Accepted: 11/07/2023] [Indexed: 12/23/2023] Open
Abstract
Over 900,000 people worldwide were diagnosed with liver cancer in 2022 alone, with hepatocellular carcinoma (HCC) accounting for 75-85% of cases. Treatment for HCC includes some combination of systemic therapies, surgery, liver transplantation, ablation, and intra-arterial therapies with transarterial chemoembolization (TACE) or transarterial radioembolization (TARE). Currently, the Barcelona Clinic Liver Cancer (BCLC) guidelines have acknowledged liver transplantation, surgical resection, and thermal ablation as curative therapies in very early to early stage HCC (BCLC-0 and BCLC-A). While these modalities are the preferred curative treatments for a very early to early stage disease, there are challenges associated with these options, such as organ availability and patient eligibility. Current data shows the role of radiation segmentectomy as a curative therapeutic option for very early to early stage HCC that is unresectable and not amenable to ablation. As future data continues to elucidate the ability for radiation segmentectomy to achieve complete pathologic necrosis, the goal is for the BCLC staging model to acknowledge its role as a curative treatment in this patient population and incorporate it into the ever-evolving guidelines.
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Affiliation(s)
- Farnaz Dadrass
- Diagnostic, Molecular and Interventional Radiology, Mount Sinai Hospital, 1468 Madison Ave, New York, NY 10029, USA; (A.S.); (E.K.)
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21
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Tang Y, Lu X, Liu L, Huang X, Lin L, Lu Y, Zhou C, Lai S, Luo N. A Reliable and Repeatable Model for Predicting Microvascular Invasion in Patients With Hepatocellular Carcinoma. Acad Radiol 2023; 30:1521-1527. [PMID: 37002035 DOI: 10.1016/j.acra.2023.02.035] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 02/26/2023] [Accepted: 02/27/2023] [Indexed: 03/31/2023]
Abstract
RATIONALE AND OBJECTIVES The reproducibility of imaging models for predicting microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC) remains questionable due to inconsistent interpretation of image signs. Our aim was to screen for high-consensus MRI features to develop a repeatable model for predicting MVI. MATERIALS AND METHODS We included 219 patients with HCC who underwent surgical resection, and patients were divided into a training cohort (n = 145) and a validation cohort (n = 74). Morphological characteristics, signal features on hepatobiliary phases, and dynamic enhancement patterns were qualitatively interobserver evaluated. Interobserver agreement was assessed using Cohen's κ for selecting features with high interobserver agreement. Risk factors that were significant in stepwise multivariate analysis and that could be measured with good interobserver agreement were used to construct a predictive model, which was assessed in the validation cohort. The diagnostic performance of the model was evaluated based on area under the receiver operating characteristic curve (AUC). RESULTS Multivariate analysis identified nonsmooth tumor margin, absence of radiologic capsule, and intratumoral artery as independent risk factors of MVI. These MRI-based features showed good or nearly perfect interobserver agreement between radiologists (κ > 0.6). The predictive model predicted MVI well in the training (AUC 0.734) and validation cohorts (AUC 0.759) and fitted well to calibration curves. CONCLUSION MRI features included nonsmooth tumor margin, absence of radiologic capsule, and intratumoral artery that can be assessed with high interobserver agreement can predict MVI in HCC patients. The predictive model described here may be useful to radiologists, regardless of experience level.
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Affiliation(s)
- Yunjing Tang
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Xinhui Lu
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Lijuan Liu
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Xiangyang Huang
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Ling Lin
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Yixin Lu
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Chuanji Zhou
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Shaolv Lai
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Ningbin Luo
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, China.
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22
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Lee JH, Kim YK, Min JH, Cha D, Hwang JA, Ahn S. Comparison of noncontrast, dynamic, and hepatobiliary phase abbreviated MRI protocols for detection of hepatic malignancies. Clin Imaging 2023; 101:206-214. [PMID: 37421716 DOI: 10.1016/j.clinimag.2023.05.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 05/12/2023] [Accepted: 05/31/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND Abbreviated MRI for surveillance in patients at risk for hepatocellular carcinoma (HCC) has recently gained interest. PURPOSE To compare the performance among the three types of abbreviated MRI protocols for the detection of hepatic malignancies in patients at risk for HCC. MATERIAL AND METHODS This retrospective review using data from a prospective-registry study included 221 patients with one or more hepatic nodules detected during surveillance for chronic liver disease. Patients underwent MRI with extracellular contrast agents (ECA-MRI) and MRI with hepatobiliary agents (HBA-MRI) before surgery. Sequences from each MRI were extracted to create three simulated abbreviated MRI (aMRI) sets: noncontrast aMRI (NC-aMRI), dynamic aMRI (Dyn-aMRI), and hepatobiliary phase aMRI (HBP-aMRI). Two readers evaluated each set and reported the probability of malignancy and possibility of non-HCC malignancy per lesion. Using the pathology report as reference, the diagnostic performance of each aMRI was compared. RESULTS This study included 289 observations (219 HCCs, 22 non-HCC malignancies, and 48 benign lesions). Defining category definite malignancy as test positive, the performance of each aMRI was as follows: sensitivity, 94.6%, 88.8%, and 92.5%; and specificity, 83.3%, 91.7%, and 85.4% for HBP-aMRI, Dyn-aMRI, and NC-aMRI, respectively. Pairwise comparison revealed higher sensitivity of HBP-aMRI than both Dyn-aMRI (P = 0.003) and NC-aMRI (P = 0.025), and higher specificity of Dyn-aMRI than HBP-aMRI (P = 0.046). CONCLUSION HBP-aMRI showed better sensitivity than Dyn-aMRI or NC-aMRI, whereas the sensitivity of NC-aMRI was comparable to Dyn-aMRI in the detection of malignancy in high-risk patients. Dyn-aMRI showed better specificity than HBP-aMRI.
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Affiliation(s)
- Jeong Hyun Lee
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Young Kon Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
| | - Ji Hye Min
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dongik Cha
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Soohyun Ahn
- Department of Mathematics, Ajou University, Suwon, Republic of Korea
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23
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Hong CW, Chernyak V, Choi JY, Lee S, Potu C, Delgado T, Wolfson T, Gamst A, Birnbaum J, Kampalath R, Lall C, Lee JT, Owen JW, Aguirre DA, Mendiratta-Lala M, Davenport MS, Masch W, Roudenko A, Lewis SC, Kierans AS, Hecht EM, Bashir MR, Brancatelli G, Douek ML, Ohliger MA, Tang A, Cerny M, Fung A, Costa EA, Corwin MT, McGahan JP, Kalb B, Elsayes KM, Surabhi VR, Blair K, Marks RM, Horvat N, Best S, Ash R, Ganesan K, Kagay CR, Kambadakone A, Wang J, Cruite I, Bijan B, Goodwin M, Moura Cunha G, Tamayo-Murillo D, Fowler KJ, Sirlin CB. A Multicenter Assessment of Interreader Reliability of LI-RADS Version 2018 for MRI and CT. Radiology 2023; 307:e222855. [PMID: 37367445 PMCID: PMC10315518 DOI: 10.1148/radiol.222855] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 04/06/2023] [Accepted: 04/28/2023] [Indexed: 06/28/2023]
Abstract
Background Various limitations have impacted research evaluating reader agreement for Liver Imaging Reporting and Data System (LI-RADS). Purpose To assess reader agreement of LI-RADS in an international multicenter multireader setting using scrollable images. Materials and Methods This retrospective study used deidentified clinical multiphase CT and MRI and reports with at least one untreated observation from six institutions and three countries; only qualifying examinations were submitted. Examination dates were October 2017 to August 2018 at the coordinating center. One untreated observation per examination was randomly selected using observation identifiers, and its clinically assigned features were extracted from the report. The corresponding LI-RADS version 2018 category was computed as a rescored clinical read. Each examination was randomly assigned to two of 43 research readers who independently scored the observation. Agreement for an ordinal modified four-category LI-RADS scale (LR-1, definitely benign; LR-2, probably benign; LR-3, intermediate probability of malignancy; LR-4, probably hepatocellular carcinoma [HCC]; LR-5, definitely HCC; LR-M, probably malignant but not HCC specific; and LR-TIV, tumor in vein) was computed using intraclass correlation coefficients (ICCs). Agreement was also computed for dichotomized malignancy (LR-4, LR-5, LR-M, and LR-TIV), LR-5, and LR-M. Agreement was compared between research-versus-research reads and research-versus-clinical reads. Results The study population consisted of 484 patients (mean age, 62 years ± 10 [SD]; 156 women; 93 CT examinations, 391 MRI examinations). ICCs for ordinal LI-RADS, dichotomized malignancy, LR-5, and LR-M were 0.68 (95% CI: 0.61, 0.73), 0.63 (95% CI: 0.55, 0.70), 0.58 (95% CI: 0.50, 0.66), and 0.46 (95% CI: 0.31, 0.61) respectively. Research-versus-research reader agreement was higher than research-versus-clinical agreement for modified four-category LI-RADS (ICC, 0.68 vs 0.62, respectively; P = .03) and for dichotomized malignancy (ICC, 0.63 vs 0.53, respectively; P = .005), but not for LR-5 (P = .14) or LR-M (P = .94). Conclusion There was moderate agreement for LI-RADS version 2018 overall. For some comparisons, research-versus-research reader agreement was higher than research-versus-clinical reader agreement, indicating differences between the clinical and research environments that warrant further study. © RSNA, 2023 Supplemental material is available for this article. See also the editorials by Johnson and Galgano and Smith in this issue.
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Affiliation(s)
- Cheng William Hong
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Victoria Chernyak
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Jin-Young Choi
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Sonia Lee
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Chetan Potu
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Timoteo Delgado
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Tanya Wolfson
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Anthony Gamst
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Jason Birnbaum
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Rony Kampalath
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Chandana Lall
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - James T. Lee
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Joseph W. Owen
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Diego A. Aguirre
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Mishal Mendiratta-Lala
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Matthew S. Davenport
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - William Masch
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Alexandra Roudenko
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Sara C. Lewis
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Andrea Siobhan Kierans
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Elizabeth M. Hecht
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Mustafa R. Bashir
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Giuseppe Brancatelli
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Michael L. Douek
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Michael A. Ohliger
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - An Tang
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Milena Cerny
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Alice Fung
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Eduardo A. Costa
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Michael T. Corwin
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - John P. McGahan
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Bobby Kalb
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Khaled M. Elsayes
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Venkateswar R. Surabhi
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Katherine Blair
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Robert M. Marks
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Natally Horvat
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Shaun Best
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Ryan Ash
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Karthik Ganesan
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Christopher R. Kagay
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Avinash Kambadakone
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Jin Wang
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Irene Cruite
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Bijan Bijan
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Mark Goodwin
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Guilherme Moura Cunha
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Dorathy Tamayo-Murillo
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Kathryn J. Fowler
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
| | - Claude B. Sirlin
- From the Department of Radiology and Biomedical Imaging, University
of California San Francisco, 513 Parnassus Ave, S255, Box 0628, San Francisco,
CA 94143 (C.W.H., M.A.O.); Liver Imaging Group, Department of Radiology,
University of California, San Diego, San Diego, Calif (C.W.H., C.P., T.D.,
D.T.M., K.J.F., C.B.S.); Department of Radiology, Memorial Sloan Kettering
Cancer Center, New York, NY (V.C., N.H.); Department of Radiology, Yonsei
University, Seoul, South Korea (J.Y.C.); Department of Radiology, University of
California Irvine, Orange, Calif (S.L., R.K.); Computational and Applied
Statistics Laboratory, University of California San Diego, San Diego, Calif
(T.W., A.G.); Department of Radiology, New York University, New York, NY (J.B.);
Department of Radiology, University of Florida, Jacksonville, Fla (C.L.);
Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L., J.W.O.);
Department of Radiology, Fundación Santa Fe de Bogotá,
Bogotá, Colombia (D.A.A.); Department of Radiology, University of
Michigan, Ann Arbor, Mich (M.M.L., M.S.D., W.M.); Department of Radiology,
Allegheny Health Network, Pittsburgh, Pa (A.R.); Department of Radiology, Icahn
School of Medicine at Mount Sinai, New York, NY (S.C.L.); Department of
Radiology, New York-Presbyterian/Weill Cornell Medical Center, New York, NY
(A.S.K., E.M.H.); Departments of Radiology and Medicine, Duke University Medical
Center, New York, NY (M.R.B.); Section of Radiology, Department of Biomedicine,
Neuroscience and Advanced Diagnostics (BiND), University Hospital Paolo
Giaccone, Palermo, Italy (G.B.); Department of Radiology, University of
California Los Angeles, Los Angeles, Calif (M.L.D.); Department of Radiology,
Radiation Oncology and Nuclear Medicine, Université de Montréal,
Montréal, Canada (A.T., M.C.); Department of Radiology, Oregon Health
& Science University, Portland, Ore (A.F.); CEDRUL-Centro de
Diagnóstico por Imagem, João Pessoa, Brazil (E.A.C.); Department
of Radiology, University of California Davis, Sacramento, Calif (M.T.C.,
J.P.M.); Radiology Limited, Tucson, Ariz (B.K.); Department of Abdominal
Imaging, University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.,
V.R.S., K.B.); Department of Radiology, Naval Medical Center San Diego, San
Diego, Calif (R.M.M.); University of São Paulo/Hospital
Sírio-Libanês, São Paulo, Brazil (N.H.); Department of
Radiology, University of Kansas, Kansas City, Kan (S.B., R.A.); Sir H. N.
Reliance Foundation Hospital and Research Centre, Mumbai, India (K.G.);
Department of Radiology, California Pacific Medical Center, San Francisco, Calif
(C.R.K.); Department of Radiology, Massachusetts General Hospital, Boston, Mass
(A.K.); The 3rd Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
(J.W.); Inland Imaging, Spokane, Wash (I.C.); Sutter Medical Group, Sacramento,
Calif (B.B.); Austin Health, Melbourne, Australia (M.G.); Department of
Radiology, University of Washington, Seattle, Wash (G.M.C.)
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Pollard JH. Hepatobiliary Imaging. RADIOLOGY‐NUCLEAR MEDICINE DIAGNOSTIC IMAGING 2023:456-484. [DOI: 10.1002/9781119603627.ch15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Wu H, Liang Y, Wang Z, Tan C, Yang R, Wei X, Jiang X. Optimizing CT and MRI criteria for differentiating intrahepatic mass-forming cholangiocarcinoma and hepatocellular carcinoma. Acta Radiol 2023; 64:926-935. [PMID: 35898164 DOI: 10.1177/02841851221113265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Accurate diagnosis of intrahepatic mass-forming cholangiocarcinoma (IMCC) is crucial with regard to the choice of patient management and treatment options. PURPOSE To evaluate the feasibility and diagnostic performance of the LI-RADS M (LR-M) targetoid criteria on computed tomography (CT) and gadoxetic acid-enhanced magnetic resonance imaging (EOB-MRI) in differentiating IMCC from hepatocellular carcinoma (HCC). MATERIAL AND METHODS A total of 118 patients with IMCC and HCC were included who underwent CT and EOB-MRI examinations. Multivariate analysis was used to determine the strongest predictors differentiating IMCC from HCC. Using these predictors, a predictive model for differentiating IMCC from HCC was constructed and the performance of the model was confirmed using the receiver operating characteristic curve. RESULTS Multivariate analyses revealed rim-like arterial phase hyperenhancement (rim APHE) on CT and rim APHE, delayed central enhancement (DCE), and targetoid hepatobiliary phase (HBP) on MRI as independent variables significantly differentiating IMCC from HCC. The multivariate logistic regression model incorporating the three variables on EOB-MRI was constructed with an area under the curve (AUC) of 0.946, sensitivity of 87.80%, specificity of 92.21%, and accuracy of 94.60%. Per the DeLong test, the multivariate logistic regression model showed significantly higher AUC than rim APHE on CT (0.946 vs. 0.871; P = 0.008) and MRI (0.946 vs. 0.876; P = 0.003), whereas rim APHE on CT and MRI did not differ significantly (P = 0.809). CONCLUSION The multivariate logistic regression model based on rim APHE, DCE, and targetoid HBP on EOB-MRI can effectively distinguish IMCC from HCC and is superior to any other targetoid appearance criterion of LI-RADS on CT and EOB-MRI.
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Affiliation(s)
- Hongzhen Wu
- Department of Radiology, 74668Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, PR China
| | - Yingying Liang
- Department of Radiology, 74668Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, PR China
| | - Zihua Wang
- Department of Radiology, 593063Foshan Hospital of Traditional Chinese Medicine, Foshan Guangdong, PR China
| | - Caihong Tan
- Department of Radiology, 74668Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, PR China
| | - Ruimeng Yang
- Department of Radiology, 74668Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, PR China
| | - Xinhua Wei
- Department of Radiology, 74668Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, PR China
| | - Xinqing Jiang
- Department of Radiology, 74668Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, PR China
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Lee S, Kim YY, Shin J, Son WJ, Roh YH, Choi JY, Sirlin CB, Chernyak V. Percentages of Hepatocellular Carcinoma in LI-RADS Categories with CT and MRI: A Systematic Review and Meta-Analysis. Radiology 2023; 307:e220646. [PMID: 36625748 DOI: 10.1148/radiol.220646] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Background The Liver Imaging Reporting and Data System (LI-RADS) CT and MRI algorithm applies equally to CT, MRI with extracellular contrast agents (ECA-MRI), and MRI with gadoxetate (Gx-MRI). Purpose To estimate pooled percentages of hepatocellular carcinoma (HCC) and overall malignancy for each LI-RADS category with CT and MRI. Materials and Methods MEDLINE and EMBASE databases were searched for research articles (January 2014-April 2021) reporting the percentages of observations in each LI-RADS category with use of versions 2014, 2017, or 2018. Study design, population characteristics, imaging modality, reference standard, and numbers of HCC and non-HCC malignancies in each category were recorded. A random-effects model evaluated the pooled percentage of HCC and overall malignancy for each category. Results There were 49 studies with 9620 patients and a total 11 562 observations, comprising 7921 HCCs, 1132 non-HCC malignancies, and 2509 benign entities. No HCC or non-HCC malignancies were reported with any modality in the LR-1 category. The pooled percentages of HCC for CT, ECA-MRI, and Gx-MRI, respectively, were 10%, 6%, and 1% for LR-2 (P = .16); 48%, 31%, and 38% for LR-3 (P = .42); 76%, 64%, and 77% for LR-4 (P = .62); 96%, 95%, and 96% for LR-5 (P = .76); 88%, 76%, and 78% for LR-5V or LR-TIV (tumor in vein) (P = .42); and 20%, 30%, and 35% for LR-M (P = .32). Most LR-M (93%-100%) and LR-5V or LR-TIV (99%-100%) observations were malignant, regardless of modality. Conclusion There was no difference in percentages of hepatocellular carcinoma and overall malignancy between CT, MRI with extracellular contrast agents, and MRI with gadoxetate for any Liver Imaging Reporting and Data System categories. © RSNA, 2023 Supplemental material is available for this article See also the editorial by Ronot in this issue.
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Affiliation(s)
- Sunyoung Lee
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Yeun-Yoon Kim
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Jaeseung Shin
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Won Jeong Son
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Yun Ho Roh
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Jin-Young Choi
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Claude B Sirlin
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
| | - Victoria Chernyak
- From the Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea (S.L., Y.Y.K., J.S., J.Y.C.); Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea (W.J.S., Y.H.R.); Liver Imaging Group, Department of Radiology, University of California San Diego, San Diego, Calif (C.B.S.); and Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (V.C.)
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Li Y, Ni X, Liu X, Yang C, Wang Y, Lu X, Zhou C. Prognosis of Primary Liver Cancer Based on LI-RADS Classification with Extracellular Agent-Enhanced MRI. J Hepatocell Carcinoma 2023; 10:399-411. [PMID: 36926054 PMCID: PMC10010934 DOI: 10.2147/jhc.s394840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 02/20/2023] [Indexed: 03/11/2023] Open
Abstract
Objective The prognostic value of the Liver Imaging Reporting and Data System (LI-RADS) 2018 in differentiating hepatocellular carcinoma (HCC) from other primary liver cancers (PLC) with cirrhosis is unclear. We aim to evaluate the value of LI-RADS 2018 with agent-enhanced MRI in the postoperative prognosis of PLC patients with cirrhosis. Methods Between 2016 and 2021, 432 patients with cirrhosis and surgically proven single primary liver cancer were retrospectively evaluated. Two radiologists evaluated the preoperative MRI features independently and assigned each lesion a LI-RADS category. Overall survival (OS), recurrence-free survival (RFS), and their associated factors were evaluated by using the Kaplan-Meier method, Log rank test, and Cox proportional hazards model. Results The mean age of 432 patients (239 HCCs, 93 ICCs, and 100 cHCC-CCAs) was 57.27±10.92 years. The LR-M category showed poorer OS and RFS than the LR-4 or LR-5 category did for all primary liver cancers (P <0.001 for both), and so did HCCs with tumor size less than 30mm (P =0.003 and P =0.04, respectively). In the multivariable analysis, the LI-RADS category and tumor size > 30 mm had independent correlations with OS and RFS (all P < 0.05). Multivariable Cox analysis identified rim arterial phase hyperenhancement (APHE) as independent determinants of poor OS and RFS in primary liver cancers (all P < 0.05). Conclusion The LI-RADS categories can predict the postsurgical prognosis of primary liver cancers independently.
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Affiliation(s)
- Yubo Li
- Department of MRI, Henan Provincial Hospital of Traditional Chinese Medicine (the Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, People's Republic of China.,Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.,Shanghai Institute of Medical Imaging, Shanghai, People's Republic of China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Xiaoyan Ni
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.,Shanghai Institute of Medical Imaging, Shanghai, People's Republic of China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Xinai Liu
- Department of MRI, Henan Provincial Hospital of Traditional Chinese Medicine (the Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, People's Republic of China
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.,Shanghai Institute of Medical Imaging, Shanghai, People's Republic of China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Yi Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Xin Lu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.,Shanghai Institute of Medical Imaging, Shanghai, People's Republic of China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Changwu Zhou
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.,Shanghai Institute of Medical Imaging, Shanghai, People's Republic of China.,Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
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Jin H, Huang J, Zhang M, Yang Y, Huang H, Feng X, Long B, Huang L, Zeng Y. Efficacy of LR-5 and LR-4/5 by Liver Imaging Reporting and Data System (MRI) for hepatocellular carcinoma: A meta-analysis. Asian J Surg 2023; 46:82-88. [PMID: 35431127 DOI: 10.1016/j.asjsur.2022.03.093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 01/14/2022] [Accepted: 03/24/2022] [Indexed: 02/05/2023] Open
Abstract
To comprehensive investigate the diagnostic efficacy of LR-5 and LR-4/5 by MRI LI-RADS of suspected liver nodules. A comprehensive search of authenticated international databases including PubMed/Medline, Ovid, Embase, Web of Science as well as a series of nation-level databases, including China National Knowledge Infrastructure was carried out to look for related studies with respect to the diagnostic performance of MRI LR-5 or LR-4/5 for HCC. Subsequently, main data including the basic information of the articles incorporated as well as main outcomes, including diagnostic sensitivity, specificity, accuracy, or original data like true positive, false positive, true negative and false negative values were extracted. Next, forest plots were generated to reveal the pooled diagnostic sensitivity, specificity. The diagnostic sensitivity, specificity of LR-5 and LR-4/5 by LI-RADS were comparatively satisfactory. The pooled diagnostic sensitivity and specificity of MRI LR-5 with respect to pathologically diagnosed HCC were 0.73 [95% CI 0.7-0.75] and 0.88 [95% CI 0.86-0.90] respectively. The pooled sensitivity and specificity of MRI LR-4/5 were 0.77 [95% CI 0.75-0.80] and 0.82 [95% CI 0.79-0.85] respectively. Through this systematic review and meta-analysis, we found a promisingly satisfactory diagnostic efficacy of LR-5 and LR-4/5 by MRI LI-RADS of suspected malignant liver nodules, manifested by optimal diagnostic sensitivity, specificity, and accuracy.
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Affiliation(s)
- Hongyu Jin
- Department of Liver Surgery & Liver Transplantation, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, 610041, China
| | - Jiwei Huang
- Department of Liver Surgery & Liver Transplantation, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, 610041, China
| | - Man Zhang
- Department of Gynecology and Obstetrics, West China Second University Hospital, Sichuan University, Key Laboratory of Obstetric & Gynecologic and Pediatric Disease and Birth Defects of Ministry of Education, Chengdu, 610041, China
| | - Yujia Yang
- Department of Ultrasound, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Hao Huang
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xuping Feng
- Department of Liver Surgery & Liver Transplantation, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, 610041, China
| | - Boyu Long
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Libin Huang
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yong Zeng
- Department of Liver Surgery & Liver Transplantation, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center of Biotherapy, Chengdu, 610041, China.
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Kim YY, Choi JY. [CT/MRI Liver Imaging Reporting and Data System (LI-RADS): Standardization, Evidence, and Future Direction]. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2023; 84:15-33. [PMID: 36818714 PMCID: PMC9935963 DOI: 10.3348/jksr.2022.0144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/29/2022] [Accepted: 12/27/2022] [Indexed: 02/10/2023]
Abstract
The liver imaging reporting and data system (LI-RADS) has been developed with the support of the American College of Radiology to standardize the diagnosis and evaluation of treatment response of hepatocellular carcinoma (HCC). The CT/MRI LI-RADS version 2018 has been incorporated in the American Association for the Study of Liver Diseases guidance. This review examines the effect of CT/MRI LI-RADS on the standardized reporting of liver imaging, and the evidence in diagnosing HCC and evaluating treatment response after locoregional treatment using CT/MRI LI-RADS. The results are compared with other HCC diagnosis guidelines, and future directions are described.
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Affiliation(s)
- Yeun-Yoon Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jin-Young Choi
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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30
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Vogel A, Meyer T, Sapisochin G, Salem R, Saborowski A. Hepatocellular carcinoma. Lancet 2022; 400:1345-1362. [PMID: 36084663 DOI: 10.1016/s0140-6736(22)01200-4] [Citation(s) in RCA: 1018] [Impact Index Per Article: 339.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 05/31/2022] [Accepted: 06/15/2022] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma is one of the most common cancers worldwide and represents a major global health-care challenge. Although viral hepatitis and alcohol remain important risk factors, non-alcoholic fatty liver disease is rapidly becoming a dominant cause of hepatocellular carcinoma. A broad range of treatment options are available for patients with hepatocellular carcinoma, including liver transplantation, surgical resection, percutaneous ablation, and radiation, as well as transarterial and systemic therapies. As such, clinical decision making requires a multidisciplinary team that longitudinally adapts the individual treatment strategy according to the patient's tumour stage, liver function, and performance status. With the approval of new first-line agents and second-line agents, as well as the establishment of immune checkpoint inhibitor-based therapies as standard of care, the treatment landscape of advanced hepatocellular carcinoma is more diversified than ever. Consequently, the outlook for patients with hepatocellular carcinoma has improved. However, the optimal sequencing of drugs remains to be defined, and predictive biomarkers are urgently needed to inform treatment selection. In this Seminar, we present an update on the causes, diagnosis, molecular classification, and treatment of hepatocellular carcinoma.
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Affiliation(s)
- Arndt Vogel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.
| | - Tim Meyer
- Research Department of Oncology, UCL Cancer Institute, University College London, Royal Free Hospital, London, UK
| | - Gonzalo Sapisochin
- Abdominal Transplant & HPB Surgical Oncology, University Health Network, University of Toronto, ON, Canada
| | - Riad Salem
- Department of Radiology, Northwestern University, Chicago, IL, USA
| | - Anna Saborowski
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
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31
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Min JH, Lee MW, Park HS, Lee DH, Park HJ, Lee JE, Park SJ, Kim SS, Park SH, Ha SY, Hwang JA, Cha DI, Park B. LI-RADS Version 2018 Targetoid Appearances on Gadoxetic Acid-Enhanced MRI: Interobserver Agreement and Diagnostic Performance for the Differentiation of HCC and Non-HCC Malignancy. AJR Am J Roentgenol 2022; 219:421-432. [PMID: 35319906 DOI: 10.2214/ajr.22.27380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND. In LI-RADS version 2018, observations showing at least one of five targetoid appearances in different sequences or postcontrast phases are categorized LR-M, indicating likely non-hepatocellular carcinoma (HCC) malignancy. OBJECTIVE. The purpose of this study was to evaluate interobserver agreement for LI-RADS targetoid appearances among a large number of radiologists of varying experience and the diagnostic performance of targetoid appearances for differentiating HCC from non-HCC malignancy. METHODS. This retrospective study included 100 patients (76 men, 24 women; mean age, 58 ± 9 [SD] years) at high risk of HCC who underwent gadoxetic acid-enhanced MRI within 30 days before hepatic tumor resection (25 randomly included patients with non-HCC malignancy [13, intrahepatic cholangiocarcinoma; 12, combined HCC-cholangiocarcinoma]; 75 matched patients with HCC). Eight radiologists (four more experienced [8-15 years]; four less experienced [1-5 years]) from seven institutions independently assessed observations for the five targetoid appearances and LI-RADS categorization. Interobserver agreement and diagnostic performance for non-HCC malignancy were evaluated. RESULTS. Interobserver agreement was poor for peripheral washout (κ = 0.20); moderate for targetoid transitional phase or hepatobiliary phase appearance (κ = 0.33), delayed central enhancement (κ = 0.37), and targetoid restriction (κ = 0.43); and substantial for rim arterial phase hyperenhancement (κ = 0.61). Agreement was fair for at least one targetoid appearance (κ = 0.36) and moderate for at least two, three, or four targetoid appearances (κ = 0.43-0.51). Agreement for individual targetoid appearances was not significantly different between more experienced and less experienced readers other than for targetoid restriction (κ = 0.63 vs 0.43; p = .001). Agreement for at least one targetoid appearance was fair among more experienced (κ = 0.29) and less experienced (κ = 0.37) reviewers. Agreement for at least two, three, or four targetoid appearances was moderate to substantial among more experienced reviewers (κ = 0.45-0.63) and moderate among less experienced reviewers (κ = 0.42-0.56). Existing LR-M criteria of at least one targetoid appearance had median accuracy for non-HCC malignancy of 62%, sensitivity of 84%, and specificity of 54%. For all reviewers, accuracy was highest when at least three (median accuracy, 79%; sensitivity, 68%; specificity, 82%) or four (median accuracy, 80%; sensitivity, 54%; specificity, 88%) targetoid appearances were required. CONCLUSION. Targetoid appearances and LR-M categorization exhibited considerable interobserver variation among both more and less experienced reviewers. CLINICAL IMPACT. Requiring multiple targetoid appearances for LR-M categorization improved interobserver agreement and diagnostic accuracy for non-HCC malignancy.
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Affiliation(s)
- Ji Hye Min
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro Gangnam-gu, Seoul 06351, Republic of Korea
| | - Min Woo Lee
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro Gangnam-gu, Seoul 06351, Republic of Korea
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea
| | - Hee Sun Park
- Department of Radiology, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hyun Jeong Park
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Ji Eun Lee
- Department of Radiology, Soonchunhyang University College of Medicine, Bucheon Hospital, Bucheon, Republic of Korea
| | - Sae-Jin Park
- Department of Radiology, Seoul National University College of Medicine (Boramae Medical Center), Seoul, Republic of Korea
| | - Seung-Seob Kim
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Hyun Park
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro Gangnam-gu, Seoul 06351, Republic of Korea
| | - Sang Yun Ha
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro Gangnam-gu, Seoul 06351, Republic of Korea
| | - Dong Ik Cha
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro Gangnam-gu, Seoul 06351, Republic of Korea
| | - Boram Park
- Biomedical Statistics Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea
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De Muzio F, Grassi F, Dell’Aversana F, Fusco R, Danti G, Flammia F, Chiti G, Valeri T, Agostini A, Palumbo P, Bruno F, Cutolo C, Grassi R, Simonetti I, Giovagnoni A, Miele V, Barile A, Granata V. A Narrative Review on LI-RADS Algorithm in Liver Tumors: Prospects and Pitfalls. Diagnostics (Basel) 2022; 12:diagnostics12071655. [PMID: 35885561 PMCID: PMC9319674 DOI: 10.3390/diagnostics12071655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 06/27/2022] [Accepted: 07/05/2022] [Indexed: 11/16/2022] Open
Abstract
Liver cancer is the sixth most detected tumor and the third leading cause of tumor death worldwide. Hepatocellular carcinoma (HCC) is the most common primary liver malignancy with specific risk factors and a targeted population. Imaging plays a major role in the management of HCC from screening to post-therapy follow-up. In order to optimize the diagnostic-therapeutic management and using a universal report, which allows more effective communication among the multidisciplinary team, several classification systems have been proposed over time, and LI-RADS is the most utilized. Currently, LI-RADS comprises four algorithms addressing screening and surveillance, diagnosis on computed tomography (CT)/magnetic resonance imaging (MRI), diagnosis on contrast-enhanced ultrasound (CEUS) and treatment response on CT/MRI. The algorithm allows guiding the radiologist through a stepwise process of assigning a category to a liver observation, recognizing both major and ancillary features. This process allows for characterizing liver lesions and assessing treatment. In this review, we highlighted both major and ancillary features that could define HCC. The distinctive dynamic vascular pattern of arterial hyperenhancement followed by washout in the portal-venous phase is the key hallmark of HCC, with a specificity value close to 100%. However, the sensitivity value of these combined criteria is inadequate. Recent evidence has proven that liver-specific contrast could be an important tool not only in increasing sensitivity but also in diagnosis as a major criterion. Although LI-RADS emerges as an essential instrument to support the management of liver tumors, still many improvements are needed to overcome the current limitations. In particular, features that may clearly distinguish HCC from cholangiocarcinoma (CCA) and combined HCC-CCA lesions and the assessment after locoregional radiation-based therapy are still fields of research.
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Affiliation(s)
- Federica De Muzio
- Department of Medicine and Health Sciences V. Tiberio, University of Molise, 86100 Campobasso, Italy;
| | - Francesca Grassi
- Division of Radiology, Università degli Studi della Campania Luigi Vanvitelli, 81100 Naples, Italy; (F.G.); (F.D.); (R.G.)
| | - Federica Dell’Aversana
- Division of Radiology, Università degli Studi della Campania Luigi Vanvitelli, 81100 Naples, Italy; (F.G.); (F.D.); (R.G.)
| | - Roberta Fusco
- Medical Oncology Division, Igea SpA, 80013 Naples, Italy
- Correspondence:
| | - Ginevra Danti
- Division of Radiology, Azienda Ospedaliera Universitaria Careggi, 50134 Florence, Italy; (G.D.); (F.F.); (G.C.); (V.M.)
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
| | - Federica Flammia
- Division of Radiology, Azienda Ospedaliera Universitaria Careggi, 50134 Florence, Italy; (G.D.); (F.F.); (G.C.); (V.M.)
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
| | - Giuditta Chiti
- Division of Radiology, Azienda Ospedaliera Universitaria Careggi, 50134 Florence, Italy; (G.D.); (F.F.); (G.C.); (V.M.)
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
| | - Tommaso Valeri
- Department of Clinical Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (T.V.); (A.A.); (A.G.)
- Department of Radiological Sciences, University Hospital Ospedali Riuniti, Via Tronto 10/a, 60126 Torrette, Italy
| | - Andrea Agostini
- Department of Clinical Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (T.V.); (A.A.); (A.G.)
- Department of Radiological Sciences, University Hospital Ospedali Riuniti, Via Tronto 10/a, 60126 Torrette, Italy
| | - Pierpaolo Palumbo
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
- Area of Cardiovascular and Interventional Imaging, Department of Diagnostic Imaging, Abruzzo Health Unit 1, 67100 L’Aquila, Italy
| | - Federico Bruno
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
- Emergency Radiology, San Salvatore Hospital, Via Lorenzo Natali 1, 67100 L’Aquila, Italy;
| | - Carmen Cutolo
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy;
| | - Roberta Grassi
- Division of Radiology, Università degli Studi della Campania Luigi Vanvitelli, 81100 Naples, Italy; (F.G.); (F.D.); (R.G.)
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
| | - Igino Simonetti
- Radiology Division, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via Mariano Semmola, 80131 Naples, Italy; (I.S.); (V.G.)
| | - Andrea Giovagnoni
- Department of Clinical Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (T.V.); (A.A.); (A.G.)
- Department of Radiological Sciences, University Hospital Ospedali Riuniti, Via Tronto 10/a, 60126 Torrette, Italy
| | - Vittorio Miele
- Division of Radiology, Azienda Ospedaliera Universitaria Careggi, 50134 Florence, Italy; (G.D.); (F.F.); (G.C.); (V.M.)
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milan, Italy; (P.P.); (F.B.)
| | - Antonio Barile
- Emergency Radiology, San Salvatore Hospital, Via Lorenzo Natali 1, 67100 L’Aquila, Italy;
| | - Vincenza Granata
- Radiology Division, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via Mariano Semmola, 80131 Naples, Italy; (I.S.); (V.G.)
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Liu X, Ni X, Li Y, Yang C, Wang Y, Ma C, Zhou C, Lu X. Diagnostic Performance of LI-RADS Version 2018 for Primary Liver Cancer in Patients With Liver Cirrhosis on Enhanced MRI. Front Oncol 2022; 12:934045. [PMID: 35847955 PMCID: PMC9284034 DOI: 10.3389/fonc.2022.934045] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 06/02/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose The study evaluated the diagnostic performance of the Liver Imaging Reporting and Data System (LI-RADS) version 2018 for differentiating hepatocellular carcinoma (HCC) from primary liver cancer in patients with liver cirrhosis based on the updated 2019 WHO classification. Materials and Methods From 2016 to 2021, 300 patients with surgically confirmed primary liver cancer (PLC) and liver cirrhosis based on the updated 2019 WHO classification were eligible for this retrospective study (100 cases in each of three groups including HCC, ICC, and cHCC-CCA). Two radiologists were blinded to the final diagnosis and independently assigned an LI-RADS category to each liver nodule. The diagnostic performances of the LR-5 category (definitely HCC), and the LR-M category (probably or definitely malignant, but not specific for HCC) were calculated in overall and small observations (<20 mm). Comparisons between groups of categorical variables were performed by one-way analysis of variance and the Chi-squared or Fisher’s exact test. Results The mean age of 300 patients (226 men and 74 women) was 57.40 ± 11.05 years. The sensitivity and specificity of the LR-5 category for differentiating HCCs from other primary liver cancers were 81% (81 of 100) and 82% (164 of 200), respectively. The LR-M category had a sensitivity of 63% (126 of 200) for diagnosing non-HCCs (ICCs and cHCC-CCAs), with a specificity of 90% (90 of 100). The LR-5 category had a sensitivity of 82.5% (33 of 40) for diagnosing HCCs in small observations (<20 mm) with a specificity of 76.6% (59 of 77). On the contrary, LR-M demonstrated slightly higher specificity (93.8%) and sensitivity (73.8%) for diagnosing non-HCCs with tumor size <20 mm. Conclusion The LR-5 category as well as the LR-M category of Liver Imaging Reporting and Data System (LI-RADS) version 2018 can effectively distinguish hepatocellular carcinoma from other primary hepatic malignancies in patients with liver cirrhosis, especially for small observations (<20 mm).
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Affiliation(s)
- Xinai Liu
- Department of Magnetic Resonance Imaging (MRI), Henan Provincial Hospital of Traditional Chinese Medicine (The Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, China
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaoyan Ni
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yubo Li
- Department of Magnetic Resonance Imaging (MRI), Henan Provincial Hospital of Traditional Chinese Medicine (The Second Affiliated Hospital of Henan University of Traditional Chinese Medicine), Zhengzhou, China
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yi Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chunzheng Ma
- Department of Oncology, Henan Provincial Hospital of Traditional Chinese Medicine, Zhengzhou, China
- *Correspondence: Xin Lu, ; Changwu Zhou, ; Chunzheng Ma,
| | - Changwu Zhou
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- *Correspondence: Xin Lu, ; Changwu Zhou, ; Chunzheng Ma,
| | - Xin Lu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- *Correspondence: Xin Lu, ; Changwu Zhou, ; Chunzheng Ma,
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Yoon J, Park SH, Ahn SJ, Shim YS. Atypical Manifestation of Primary Hepatocellular Carcinoma and Hepatic Malignancy Mimicking Lesions. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2022; 83:808-829. [PMID: 36238905 PMCID: PMC9514587 DOI: 10.3348/jksr.2021.0178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/27/2021] [Accepted: 01/27/2022] [Indexed: 11/22/2022]
Abstract
Hepatocellular carcinoma (HCC) can be diagnosed noninvasively on multiphasic CT and MRI based on its distinctive imaging findings. These features include arterial phase hyperenhancement and washout on portal or delayed phase images. However, radiologists face significant diagnostic challenges because some HCCs exhibit atypical imaging characteristics. In addition to many HCC-mimicking lesions, such as arterioportal shunts, combined HCC-cholangiocarcinoma, intrahepatic cholangiocarcinoma, and hemangioma present a challenge for radiologists in actual clinical practice. The ability to distinguish HCCs from mimickers on initial imaging examinations is crucial for appropriate management and treatment decisions. Therefore, this pictorial review presents the imaging findings of atypical HCCs and HCCs mimicking malignant and benign lesions and discusses important clues that may help narrow down the differential diagnosis.
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Bae JS, Lee DH, Lee SM, Suh KS, Lee KW, Yi NJ, Lee KB, Kim H, Han JK. Performance of LI-RADS Version 2018 on CT for Determining Eligibility for Liver Transplant According to Milan Criteria in Patients at High Risk for Hepatocellular Carcinoma. AJR Am J Roentgenol 2022; 219:86-96. [PMID: 35138137 DOI: 10.2214/ajr.21.27186] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND. LI-RADS has been investigated primarily in terms of detection of hepatocellular carcinoma (HCC), with less attention given to its performance, particularly on CT, in determining eligibility for liver transplant (LT). OBJECTIVE. The purpose of our study was to assess the performance of LI-RADS version 2018 (v2018) on CT for the diagnosis of HCC and determination of LT eligibility according to the Milan criteria (MC). METHODS. This retrospective study included 136 patients (110 men, 26 women; mean age, 53.9 ± 8.1 [SD] years) at high-risk for HCC who underwent liver protocol CT within 3 months before LT between January 2010 and December 2018. Two radiologists independently reviewed CT examinations using LI-RADS v2018; Organ Procurement and Transplantation Network (OPTN) classes were constructed from the LI-RADS interpretations. Histopathologic analysis of liver explants served as the reference standard for determining the presence of HCC and LT eligibility based on MC. Diagnostic performance was evaluated. Overall survival (OS) was assessed based on medical record review. RESULTS. Based on histopathologic evaluation of liver explants in the 136 patients, 27 patients had no malignancy, 77 were eligible for LT due to HCC within MC, and 32 were unsuitable for LT (i.e., HCC beyond MC in 16 patients, HCC with macrovascular invasion in 12, non-HCC malignancy in four). LR-5 exhibited per-lesion sensitivity and PPV for HCC of 55.9% and 92.8%, respectively, for reader 1 and 39.8% and 86.5% for reader 2. When considering LR-5 observations to represent HCC in assessing MC, LI-RADS had accuracy for determining LT eligibility of 92.7% for reader 1 and 85.3% for reader 2; OPTN criteria had accuracy for determining LT eligibility of 89.0% for reader 1 and 84.4% for reader 2. Five-year OS for patients within MC versus 5-year OS for patients unsuitable for LT was 92.2 months versus 56.0 months for LI-RADS, 92.6 months versus 47.6 months for OPTN criteria, and 93.3 months versus 55.1 months for histopathologic assessment of liver explants. CONCLUSION. LI-RADS v2018, as evaluated on CT in high-risk patients, shows high PPV for HCC detection and high accuracy for determining LT eligibility based on MC. LT eligibility based on preoperative LI-RADS evaluation is associated with post-LT survival. CLINICAL IMPACT. These findings support the use of LI-RADS on CT in assessing eligibility in patients who are candidates for LT.
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Affiliation(s)
- Jae Seok Bae
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sang Min Lee
- Department of Radiology, Hallym University Sacred Heart Hospital, Anyang-si, Republic of Korea
| | - Kyung-Suk Suh
- Department of Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Kwang-Woong Lee
- Department of Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Nam-Joon Yi
- Department of Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Kyoung Bun Lee
- Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea
- Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
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Liang Y, Xu F, Wang Z, Tan C, Zhang N, Wei X, Jiang X, Wu H. A gadoxetic acid-enhanced MRI-based multivariable model using LI-RADS v2018 and other imaging features for preoperative prediction of macrotrabecular-massive hepatocellular carcinoma. Eur J Radiol 2022; 153:110356. [PMID: 35623312 DOI: 10.1016/j.ejrad.2022.110356] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 04/25/2022] [Accepted: 05/07/2022] [Indexed: 11/19/2022]
Abstract
PURPOSE To identify imaging features of macrotrabecular-massive hepatocellular carcinoma (MTM-HCC) using LI-RADS v2018 and other imaging features and to develop a gadoxetic acid-enhanced MRI (EOB-MRI)-based model for pretreatment prediction of MTM-HCC. MATERIALS AND METHODS A total of 93 patients with pathologically proven HCC (39 MTM-HCC and 54 non-MTM-HCC) were retrospectively evaluated with EOB-MRI at 3 T. Imaging analysis according to LI-RADS v2018 was evaluated by two readers. Univariate and multivariate analyses were performed to determine independent predictors for MTM-HCC. Different logistic regression models were built based on MRI features, including model A (enhancing capsule, blood products in mass and ascites), model B (enhancing capsule and ascites), model C (blood products in mass and ascites), and model D (blood products in mass and enhancing capsule). Diagnostic performance was assessed by receiver operating characteristic (ROC) curves. RESULTS After multivariate analysis, absence of enhancing capsule (odds ratio = 0.102, p = 0.010), absence of blood products in mass (odds ratio = 0.073, p = 0.030), and with ascites (odds ratio = 55.677, p = 0.028) were identified as independent differential factors for the presence of MTM-HCC. Model A yielded a sensitivity, specificity, and AUC of 35.90% (21.20,52.80), 94.44% (84.60, 98.80), and 0.731 (0.629, 0.818). Model A achieved a comparable AUC than model D (0.731 vs. 0.699, p = 0.333), but a higher AUC than model B (0.731 vs. 0.644, p = 0.048) and model C (0.731 vs. 0.650, p = 0.005). CONCLUSION The EOB-MRI-based model is promising for noninvasively predicting MTM-HCC and may assist clinicians in pretreatment decisions.
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Affiliation(s)
- Yingying Liang
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University; School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province 510180, China.
| | - Fan Xu
- Department of Radiology, Guangzhou Red Cross Hospital, Medical College, Jinan University, 396 Tongfu road, Guangzhou, Guangdong Province 510220, China.
| | - Zihua Wang
- Department of Radiology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong Province 528000, China.
| | - Caihong Tan
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University; School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province 510180, China.
| | - Nianru Zhang
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University; School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province 510180, China.
| | - Xinhua Wei
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University; School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province 510180, China.
| | - Xinqing Jiang
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University; School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province 510180, China.
| | - Hongzhen Wu
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University; School of Medicine, South China University of Technology, 1Panfu Road, Guangzhou, Guangdong Province 510180, China.
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New strategy for Liver Imaging Reporting and Data System category M to improve diagnostic performance of MRI for hepatocellular carcinoma ≤ 3.0 cm. Abdom Radiol (NY) 2022; 47:2289-2298. [PMID: 35523888 DOI: 10.1007/s00261-022-03538-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/27/2022] [Accepted: 02/28/2022] [Indexed: 11/01/2022]
Abstract
PURPOSE We aimed to determine a new strategy for Liver Imaging Reporting and Data System category M (LR-M) criteria to improve the diagnosis of HCC ≤ 3.0 cm on magnetic resonance imaging (MRI). METHODS A total of 463 pathologically confirmed hepatic observations ≤ 3.0 cm (375 HCCs, 32 other malignancies, 56 benignities) in 384 patients at risk of HCC who underwent gadoxetate-enhanced MRI were retrospectively analyzed. Two radiologists evaluated the presence of major, ancillary, and LR-M features according to LI-RADS v2018. Of the ten LR-M features, those significantly associated with non-HCC malignancy were identified using multivariable logistic regression analysis, and new LR-M criteria for improving the diagnosis of HCC were investigated. Generalized estimating equations were used to compare sensitivity and specificity of LR-5 for diagnosing HCC using the new LR-M criteria with values calculated using the original LR-M criteria. p < 0.05 was considered to indicate a significant difference. RESULTS Of ten LR-M features, rim arterial-phase hyperenhancement, delayed central enhancement, targetoid restriction, and targetoid transitional-phase/hepatobiliary-phase appearance were independently significantly associated with non-HCC malignancy (adjusted odds ratio ≥ 6.2; p ≤ 0.02). Using the new LR-M criteria (two or more of these significant features), the sensitivity of LR-5 for diagnosing HCC was higher than that with the original LR-M criteria (69% [95% confidence interval 64-73%] vs. 65% [61-70%], p = 0.002), whereas the specificity was similar (90% [82-95%] vs. 92% [83-96%], p = 0.28). CONCLUSION The new LR-M criteria (two or more significant features) can improve the sensitivity of LR-5 for diagnosing HCC ≤ 3.0 cm, without compromising specificity.
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Combined Hepatocellular-Cholangiocarcinoma: What the Multidisciplinary Team Should Know. Diagnostics (Basel) 2022; 12:diagnostics12040890. [PMID: 35453938 PMCID: PMC9026907 DOI: 10.3390/diagnostics12040890] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/01/2022] [Accepted: 04/01/2022] [Indexed: 12/10/2022] Open
Abstract
Combined hepatocellular-cholangiocarcinoma (cHCC-CCA) is a rare type of primary liver malignancy. Among the risk factors, hepatitis B and hepatitis C virus infections, cirrhosis, and male gender are widely reported. The clinical appearance of cHCC-CCA is similar to that of HCC and iCCA and it is usually silent until advanced states, causing a delay of diagnosis. Diagnosis is mainly based on histology from biopsies or surgical specimens. Correct pre-surgical diagnosis during imaging studies is very problematic and is due to the heterogeneous characteristics of the lesion in imaging, with overlapping features of HCC and CCA. The predominant histological subtype within the lesion establishes the predominant imaging findings. Therefore, in this scenario, the radiological findings characteristic of HCC show an overlap with those of CCA. Since cHCC-CCAs are prevalent in patients at high risk of HCC and there is a risk that these may mimic HCC, it is currently difficult to see a non-invasive diagnosis of HCC. Surgery is the only curative treatment of HCC-CCA. The role of liver transplantation (LT) in the treatment of cHCC-CCA remains controversial, as is the role of ablative or systemic therapies in the treatment of this tumour. These lesions still remain challenging, both in diagnosis and in the treatment phase. Therefore, a pre-treatment imaging diagnosis is essential, as well as the identification of prognostic factors that could stratify the risk of recurrence and the most adequate therapy according to patient characteristics.
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Granata V, Fusco R, Belli A, Borzillo V, Palumbo P, Bruno F, Grassi R, Ottaiano A, Nasti G, Pilone V, Petrillo A, Izzo F. Conventional, functional and radiomics assessment for intrahepatic cholangiocarcinoma. Infect Agent Cancer 2022; 17:13. [PMID: 35346300 PMCID: PMC8961950 DOI: 10.1186/s13027-022-00429-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/18/2022] [Indexed: 02/08/2023] Open
Abstract
Background This paper offers an assessment of diagnostic tools in the evaluation of Intrahepatic Cholangiocarcinoma (ICC). Methods Several electronic datasets were analysed to search papers on morphological and functional evaluation in ICC patients. Papers published in English language has been scheduled from January 2010 to December 2021.
Results We found that 88 clinical studies satisfied our research criteria. Several functional parameters and morphological elements allow a truthful ICC diagnosis. The contrast medium evaluation, during the different phases of contrast studies, support the recognition of several distinctive features of ICC. The imaging tool to employed and the type of contrast medium in magnetic resonance imaging, extracellular or hepatobiliary, should change considering patient, departement, and regional features. Also, Radiomics is an emerging area in the evaluation of ICCs. Post treatment studies are required to evaluate the efficacy and the safety of therapies so as the patient surveillance. Conclusions Several morphological and functional data obtained during Imaging studies allow a truthful ICC diagnosis.
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van der Pol CB, McInnes MDF, Salameh JP, Levis B, Chernyak V, Sirlin CB, Bashir MR, Allen BC, Burke LMB, Choi JY, Choi SH, Forner A, Fraum TJ, Giamperoli A, Jiang H, Joo I, Kang Z, Kierans AS, Kang HJ, Khatri G, Kim JH, Kim MJ, Kim SY, Kim YY, Kwon H, Lee JM, Lewis SC, McGinty KA, Mulazzani L, Park MS, Piscaglia F, Podgórska J, Reiner CS, Ronot M, Rosiak G, Song B, Song JS, Tang A, Terzi E, Wang J, Wang W, Wilson SR, Yokoo T. CT/MRI and CEUS LI-RADS Major Features Association with Hepatocellular Carcinoma: Individual Patient Data Meta-Analysis. Radiology 2022; 302:326-335. [PMID: 34783596 DOI: 10.1148/radiol.2021211244] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Background The Liver Imaging Reporting and Data System (LI-RADS) assigns a risk category for hepatocellular carcinoma (HCC) to imaging observations. Establishing the contributions of major features can inform the diagnostic algorithm. Purpose To perform a systematic review and individual patient data meta-analysis to establish the probability of HCC for each LI-RADS major feature using CT/MRI and contrast-enhanced US (CEUS) LI-RADS in patients at high risk for HCC. Materials and Methods Multiple databases (MEDLINE, Embase, Cochrane Central Register of Controlled Trials, and Scopus) were searched for studies from January 2014 to September 2019 that evaluated the accuracy of CT, MRI, and CEUS for HCC detection using LI-RADS (CT/MRI LI-RADS, versions 2014, 2017, and 2018; CEUS LI-RADS, versions 2016 and 2017). Data were centralized. Clustering was addressed at the study and patient levels using mixed models. Adjusted odds ratios (ORs) with 95% CIs were determined for each major feature using multivariable stepwise logistic regression. Risk of bias was assessed using Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) (PROSPERO protocol: CRD42020164486). Results A total of 32 studies were included, with 1170 CT observations, 3341 MRI observations, and 853 CEUS observations. At multivariable analysis of CT/MRI LI-RADS, all major features were associated with HCC, except threshold growth (OR, 1.6; 95% CI: 0.7, 3.6; P = .07). Nonperipheral washout (OR, 13.2; 95% CI: 9.0, 19.2; P = .01) and nonrim arterial phase hyperenhancement (APHE) (OR, 10.3; 95% CI: 6.7, 15.6; P = .01) had stronger associations with HCC than enhancing capsule (OR, 2.4; 95% CI: 1.7, 3.5; P = .03). On CEUS images, APHE (OR, 7.3; 95% CI: 4.6, 11.5; P = .01), late and mild washout (OR, 4.1; 95% CI: 2.6, 6.6; P = .01), and size of at least 20 mm (OR, 1.6; 95% CI: 1.04, 2.5; P = .04) were associated with HCC. Twenty-five studies (78%) had high risk of bias due to reporting ambiguity or study design flaws. Conclusion Most Liver Imaging Reporting and Data System major features had different independent associations with hepatocellular carcinoma; for CT/MRI, arterial phase hyperenhancement and washout had the strongest associations, whereas threshold growth had no association. © RSNA, 2021 Online supplemental material is available for this article.
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Affiliation(s)
- Christian B van der Pol
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Matthew D F McInnes
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Jean-Paul Salameh
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Brooke Levis
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Victoria Chernyak
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Claude B Sirlin
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Mustafa R Bashir
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Brian C Allen
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Lauren M B Burke
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Jin-Young Choi
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Sang Hyun Choi
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Alejandro Forner
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Tyler J Fraum
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Alice Giamperoli
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Hanyu Jiang
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Ijin Joo
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Zhen Kang
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Andrea S Kierans
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Hyo-Jin Kang
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Gaurav Khatri
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Jung Hoon Kim
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Myeong-Jin Kim
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - So Yeon Kim
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Yeun-Yoon Kim
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Heejin Kwon
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Jeong Min Lee
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Sara C Lewis
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Katrina A McGinty
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Lorenzo Mulazzani
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Mi-Suk Park
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Fabio Piscaglia
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Joanna Podgórska
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Caecilia S Reiner
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Maxime Ronot
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Grzegorz Rosiak
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Bin Song
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Ji Soo Song
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - An Tang
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Eleonora Terzi
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Jin Wang
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Wei Wang
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Stephanie R Wilson
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
| | - Takeshi Yokoo
- From the Dept of Diagnostic Imaging, Juravinski Hosp and Cancer Centre, Hamilton Health Sciences, McMaster Univ, Hamilton, Canada (C.B.v.d.P.); Dept of Radiology and Epidemiology, Univ of Ottawa, Ottawa, Canada (M.D.F.M.); Ottawa Hosp Research Inst Clinical Epidemiology Program, Dept of Medical Imaging, the Ottawa Hosp-Civic Campus, 1053 Carling Ave, Room c-159, Ottawa, ON, Canada K1E 4Y9 (M.D.F.M.); Faculty of Health Sciences, Queen's Univ, Kingston, Canada (J.P.S.); Clinical Epidemiology Program, Ottawa Hosp Research Inst, Ottawa, Canada (J.P.S.); Centre for Prognosis Research, School of Medicine, Keele Univ, Staffordshire, UK (B.L.); Dept of Radiology, Montefiore Medical Ctr, Bronx, NY (V.C.); Liver Imaging Group, Dept of Radiology, Univ of California San Diego, San Diego, Calif (C.B.S.); Depts of Radiology (M.R.B., B.C.A.) and Medicine (M.R.B.) and Ctr for Advanced Magnetic Resonance Development (M.R.B.), Duke Univ Medical Ctr, Durham, NC; Dept of Radiology, Univ of North Carolina, Chapel Hill, NC (M.R.B., L.M.B.B., K.A.M.); Dept of Radiology, Research Inst of Radiological Science, Yonsei Univ College of Medicine, Seoul, Korea (J.Y.C., M.J.K., Y.Y.K., M.S.P.); Asan Medical Ctr, Univ of Ulsan College of Medicine, Seoul, Korea (S.H.C.); BCLC Group, Liver Unit, Hosp Clínic of Barcelona, Barcelona, Spain (A.F.); IDIBAPS, CIBERehd, Univ of Barcelona, Barcelona, Spain (A.F.); Mallinckrodt Inst of Radiology, Washington Univ School of Medicine, St Louis, Mo (T.J.F.); Div of Internal Medicine, Hepatobiliary and Immunoallergic Diseases (A.G., F.P., E.T.), and Emergency Dept, Medicina d'Urgenza e Pronto Soccorso (L.M.), IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (H.J.); Dept of Radiology (I.J., H.J.K., J.H.K., J.M.L.) and Inst of Radiation Medicine (J.H.K., J.M.L.), Seoul National Univ Hosp, Seoul, Korea; Dept of Radiology, Seoul National Univ College of Medicine, Seoul, Korea (I.J., J.H.K., J.M.L.); Dept of Radiology, Tongji Hosp, Tongji Medical College, Wuhan, China (Z.K.); Huazhong Univ of Science and Technology, Wuhan, China (Z.K.); Dept of Radiology, Weill Cornell Medical Ctr, New York, NY (A.S.K.); Dept of Radiology (G.K., T.Y.) and Advanced Imaging Research Ctr (T.Y.), Univ of Texas Southwestern Medical Ctr, Dallas, Tex; Dept of Radiology and Research Inst of Radiology, Univ of Ulsan College of Medicine, Asan Medical Ctr, Seoul, Korea (S.Y.K.); Dept of Radiology, Dong-A Univ Hosp, Dong-A Univ College of Medicine, Busan, Korea (H.K.); Dept of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (S.C.L.); 2nd Radiology Dept, Warsaw Medical Univ, Warsaw, Poland (J.P., G.R.); Inst of Diagnostic and Interventional Radiology, Univ Hosp Zurich, Zurich, Switzerland (C.S.R.); Dept of Radiology, Beaujon Hosp, APHP.Nord, Clichy, France (M.R.); Université de Paris, Paris, France (M.R.); Dept of Radiology, West China Hosp, Sichuan Univ, Chengdu, China (B.S.); Dept of Radiology, Jeonbuk National Univ Medical School and Hosp, Jeonju, Korea (J.S.S.); Dept of Radiology, Centre Hospitalier de l'Université de Montréal, Montréal, Canada (A.T.); Dept of Radiology, the Third Affiliated Hosp, Sun Yat-sen Univ, Guangzhou, China (J.W.); Dept of Medical Ultrasonics, Inst of Diagnostic and Interventional Ultrasound, the First Affiliated Hosp of Sun Yat-Sen Univ, Guangzhou, China (W.W.); Depts of Radiology and Medicine, Div of Gastroenterology, Univ of Calgary, Calgary, Canada (S.R.W.); and Foothills Medical Centre, Calgary, Canada (S.R.W.)
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Combination of CT/MRI LI-RADS with CEUS can improve the diagnostic performance for HCCs. Eur J Radiol 2022; 149:110199. [PMID: 35196614 DOI: 10.1016/j.ejrad.2022.110199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 01/29/2022] [Accepted: 02/07/2022] [Indexed: 11/19/2022]
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Vogl TJ, Mader C, Michalik S, Hammerstingl R, Koch V. [Small hepatocellular carcinoma : Diagnostics according to guidelines and established in the clinical setting]. Radiologe 2022; 62:239-246. [PMID: 35037980 DOI: 10.1007/s00117-021-00965-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2021] [Indexed: 11/26/2022]
Abstract
CLINICAL/METHODICAL ISSUE The diagnosis of hepatocellular carcinoma (HCC)-especially the characterization of small lesions <2 cm-continues to be a radiological challenge. STANDARD RADIOLOGICAL METHODS In the current S3 guideline on diagnosis and therapy of HCC, contrast-enhanced imaging examinations, such as contrast-enhanced ultrasonography (CEUS), computed tomography (CT), and magnetic resonance imaging (MRI), are still the diagnostic standard. METHODOLOGICAL INNOVATIONS HCC in the cirrhotic liver should be diagnosed by its typical contrast-enhanced pattern in the MRI. In addition, the use of quality assurance instruments such as LI-RADS (Liver Imaging Reporting and Data System) contributes to the desired consistency of findings, even with small ambiguous findings. PERFORMANCE Many studies have shown that the LI-RADS classification reflects the likelihood of HCC and other malignant liver lesions. ACHIEVEMENTS Guidelines and quality assurance instruments contribute to a more precise diagnosis in patients with suspected HCC. PRACTICAL RECOMMENDATIONS A guideline-compliant diagnostic algorithm and the LI-RADS should be used across the board for accurate HCC diagnostics.
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Affiliation(s)
- Thomas J Vogl
- Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Frankfurt, Johann Wolfgang Goethe Universität, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland.
| | - Christoph Mader
- Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Frankfurt, Johann Wolfgang Goethe Universität, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland
| | - Sabine Michalik
- Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Frankfurt, Johann Wolfgang Goethe Universität, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland
| | - Renate Hammerstingl
- Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Frankfurt, Johann Wolfgang Goethe Universität, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland
| | - Vitali Koch
- Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Frankfurt, Johann Wolfgang Goethe Universität, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Deutschland
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Shin J, Lee S, Hwang JA, Lee JE, Chung YE, Choi JY, Park MS. MRI-diagnosis of category LR-M observations in the Liver Imaging Reporting and Data System v2018: a systematic review and meta-analysis. Eur Radiol 2022; 32:3319-3326. [PMID: 35031839 DOI: 10.1007/s00330-021-08382-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 09/17/2021] [Accepted: 10/04/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVES We performed a meta-analysis to determine the probability of hepatocellular carcinoma (HCC) and non-HCC malignancies in Liver Imaging Reporting and Data System (LI-RADS) category M (LR-M) observations and the frequency of defined LR-M imaging features on MRI using LI-RADS v2018. METHODS We searched the MEDLINE and EMBASE databases to identify studies published from 1 January 2018 to 16 March 2021 reporting the probability of category LR-M in HCC and non-HCC malignancies on MRI. The pooled percentages of HCC and non-HCC malignancies in the LR-M observations were evaluated. Meta-regression analysis was performed to identify factors for study heterogeneity. The frequencies of defined LR-M imaging features were also calculated. Risk of bias and concerns regarding applicability were evaluated using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. RESULTS We identified 18 studies reporting the diagnostic performance of the LR-M category (3,812 observations in 3,615 patients), with nine studies reporting the frequencies of LR-M imaging features. The pooled percentages of HCC and non-HCC malignancies in the LR-M observations were 29% (95% confidence interval [CI], 21-38%) and 67% (95%CI, 57-77%), respectively. The study type and inclusion of benign lesions were significant factors for study heterogeneity. Of the 10 LR-M imaging features, rim arterial phase hyperenhancement (APHE) showed the highest frequency in non-HCC malignancies (68%; 95%CI, 61-75%). CONCLUSIONS The LR-M category was commonly used to characterize non-HCC malignancies, but also included 29% of HCC. The frequencies of the different LR-M imaging features were variable, with rim APHE showing the highest frequency in non-HCC malignancies. KEY POINTS • In the LR-M category using LI-RADS v2018 for MRI, the pooled percentage of malignancies in general was 96%, with 29% HCC and 67% non-HCC malignancies, while the remaining 4% was benign entity. • The study type and inclusion of benign lesions were significant factors contributing to substantial heterogeneity among included studies. • The frequencies of the different LR-M imaging features were variable, with rim APHE showing the highest frequency in non-HCC malignancies.
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Affiliation(s)
- Jaeseung Shin
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Sunyoung Lee
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ji Eun Lee
- Department of Radiology, Soonchunhyang University College of Medicine, Bucheon Hospital, Bucheon, Republic of Korea
| | - Yong Eun Chung
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Jin-Young Choi
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Mi-Suk Park
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
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Mettikanont P, Kalluri A, Bittermann T, Phillips N, Loza BL, Rosen M, Siegelman E, Furth E, Abt P, Olthoff K, Shaked A, Hoteit M, Reddy KR. The Course of LIRADS 3 and 4 Hepatic Abnormalities as Correlated With Explant Pathology: A Single Center Experience. J Clin Exp Hepatol 2022; 12:1048-1056. [PMID: 35814502 PMCID: PMC9257948 DOI: 10.1016/j.jceh.2022.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Accepted: 02/23/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND AND AIMS The Liver Reporting and Data System (LI-RADS) is the standard classification of imaging findings of hepatic abnormalities for hepatocellular carcinoma (HCC) surveillance. We aimed to study the course of LI-RADS 3 and 4 (LR-3 and LR-4) abnormalities through correlations with explant pathology. METHODS A single center retrospective study of liver transplant recipients between January 2016 and September 2019 with HCC on explant pathology was conducted. Eligible patients were divided into three subgroups based on their LI-RADS classification: LR-3/4, LR-5 only, and combination of LR-3/4/5. RESULTS There were 116 eligible patients with 99 LR-3/4 observations (60 LR-3 and 39 LR-4); the rest had LR-5 lesions. LR-4 more often than LR-3 observations progressed to LR-5 (36% vs 12%) and with shorter duration during follow-up (median 175 days and 196 days). Mean size growth of LR-3 and LR-4 abnormalities were 2.6 and 3.8 mm; median growth rates were 0.2 and 0.4 mm/month, respectively. Numbers of HCC lesions per explant, largest HCC lesion size, and cumulative size were higher in LR-3/4/5 subgroup than LR-5 subgroup (P = 0.007, 0.007 and 0.006, respectively); 68% of LR-3 and 82% of LR-4 abnormalities were confirmed HCC on explant (P = 0.09). CONCLUSION Compared to LR-3, more LR-4 abnormalities progressed to LR-5 (12% and 36%, respectively) in a shorter time and with faster growth rate. A high proportion of LR-3 and LR-4 lesions (68% and 82%, respectively) were confirmed HCC on explant, raising the question of whether excluding HCC based on radiologic criteria alone is adequate in those with LR-3/4 abnormalities.
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Key Words
- AFP, alpha-fetoprotein
- BMI, body mass index
- CT, computed tomography
- HBV, hepatitis b virus
- HCC, hepatocellular carcinoma
- HCV, hepatitis c virus
- LI-RADS, liver reporting and data system
- LIRADS classification
- LR-3, LI-RADS 3
- LR-4, LI-RADS4
- LR-5, LI-RADS 5
- LT, liver transplantation
- MELD-Na, model for end stage liver disease sodium
- MRI, magnetic resonance imaging
- explant pathology
- hepatocellular carcinoma
- liver transplant
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - K. Rajender Reddy
- Address for correspondence: K. Rajender Reddy, Professor of Medicine, Director of Hepatology, University of Pennsylvania, 2 Dulles, 3400 Spruce Street, Philadelphia, PA, 19104, United States.
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Zhao C, Dai H, Shao J, He Q, Su W, Wang P, Tang Q, Zeng J, Xu S, Zhao J, Xiang S. Accuracy of Various Forms of Contrast-Enhanced MRI for Diagnosing Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:680691. [PMID: 34950573 PMCID: PMC8690240 DOI: 10.3389/fonc.2021.680691] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 11/08/2021] [Indexed: 12/11/2022] Open
Abstract
Background Contrast-enhanced MRI can be used to identify patients with hepatocellular carcinoma (HCC). However, studies around the world have found differing diagnostic accuracies for the technique. Hence, we designed this meta-analysis to assess the accuracy of contrast-enhanced MRI for HCC diagnosis. Methods We conducted a systematic search for all studies reporting the diagnostic accuracy of contrast-enhanced MRI for HCC in the databases of MEDLINE, EMBASE, Cochrane Library, Web of Science, SCOPUS, ScienceDirect, and Google Scholar from inception until January 2021. We used the "Midas" package from the STATA software to perform the meta-analysis. Results Our study was based on 21 publications with 5,361 patients. The pooled HCC diagnosis sensitivity and specificity were 75% (95% CI, 70%-80%) and 90% (95% CI, 88%-92%), respectively, for gadoxetic acid-enhanced MRI; and they were 70% (95% CI, 57%-81%) and 94% (95% CI, 85%-97%), respectively, for MRI with extracellular contrast agents (ECA-MRI). We found significant heterogeneity with a significant chi-square test and an I 2 statistic >75%. We also found significant publication bias as per Deeks' test results and funnel plot. Conclusion We found that both types of contrast-enhanced MRI are accurate diagnostic and surveillance tools for HCC and offer high sensitivity and specificity. Further studies on different ethnic populations are required to strengthen our findings.
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Affiliation(s)
- Chun Zhao
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Hongyan Dai
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Juwei Shao
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Qian He
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Wei Su
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Peng Wang
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Qiuyue Tang
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Junren Zeng
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Song Xu
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Juanjuan Zhao
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
| | - Shutian Xiang
- Department of Radiology, Affiliated Hospital of Yunnan University, Kunming, China
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Consul N, Sirlin CB, Chernyak V, Fetzer DT, Masch WR, Arora SS, Do RKG, Marks RM, Fowler KJ, Borhani AA, Elsayes KM. Imaging Features at the Periphery: Hemodynamics, Pathophysiology, and Effect on LI-RADS Categorization. Radiographics 2021; 41:1657-1675. [PMID: 34559586 DOI: 10.1148/rg.2021210019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Liver lesions have different enhancement patterns at dynamic contrast-enhanced imaging. The Liver Imaging Reporting and Data System (LI-RADS) applies the enhancement kinetic of liver observations in its algorithms for imaging-based diagnosis of hepatocellular carcinoma (HCC) in at-risk populations. Therefore, careful analysis of the spatial and temporal features of these enhancement patterns is necessary to increase the accuracy of liver mass characterization. The authors focus on enhancement patterns that are found at or around the margins of liver observations-many of which are recognized and defined by LI-RADS, such as targetoid appearance, rim arterial phase hyperenhancement, peripheral washout, peripheral discontinuous nodular enhancement, enhancing capsule appearance, nonenhancing capsule appearance, corona enhancement, and periobservational arterioportal shunts-as well as peripheral and periobservational enhancement in the setting of posttreatment changes. Many of these are considered major or ancillary features of HCC, ancillary features of malignancy in general, features of non-HCC malignancy, features associated with benign entities, or features related to treatment response. Distinction between these different patterns of enhancement can help with achieving a more specific diagnosis of HCC and better assessment of response to local-regional therapy. ©RSNA, 2021.
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Affiliation(s)
- Nikita Consul
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Claude B Sirlin
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Victoria Chernyak
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - David T Fetzer
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - William R Masch
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Sandeep S Arora
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Richard K G Do
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Robert M Marks
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Kathryn J Fowler
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Amir A Borhani
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Khaled M Elsayes
- From the Department of Radiology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030 (N.C.); University of California San Diego Health, San Diego, Calif (C.B.S., K.J.F.); Montefiore Medical Center, Bronx, NY (V.C.); University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); University of Michigan Medical School, Ann Arbor, Mich (W.R.M.); Yale School of Medicine, New Haven, Conn (S.S.A.); Memorial Sloan Kettering Cancer Center, New York, NY (R.K.G.D.); Naval Medical Center San Diego, San Diego, Calif (R.M.M.); Northwestern University, Chicago, Ill (A.A.B.); and University of Texas MD Anderson Cancer Center, Houston, Tex (K.M.E.)
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Park JH, Chung YE, Seo N, Choi JY, Park MS, Kim MJ. Hepatobiliary phase signal intensity: A potential method of diagnosing HCC with atypical imaging features among LR-M observations. PLoS One 2021; 16:e0257308. [PMID: 34516587 PMCID: PMC8437291 DOI: 10.1371/journal.pone.0257308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 08/30/2021] [Indexed: 11/19/2022] Open
Abstract
Herein, we assessed whether hepatobiliary phase (HBP) signal intensity (SI) can be used to differentiate HCC and non-HCC malignancies within LR-M observations. 106 LR-M patients based on LI-RADS v2018 who underwent gadoxetate-disodium magnetic resonance imaging and surgery from January 2009 to December 2018 were included. SI of LR-M observation on HBP was analyzed by two radiologists and categorized into dark, low and iso-to-high groups. Tumor was classified as dark when more than 50% of tumor showed hypointensity compared to spleen, as low when more than 50% of tumor showed hyperintensity compared to spleen but hypointensity compared to liver parenchyma, and as iso-to-high if there was even a focal iso-intensity or hyperintensity compared to liver parenchyma. Analysis of clinicopathological factors and association between imaging and histology was performed. Out of 106 LR-M, 42 (40%) were showed dark, 61 (58%) showed low, and 3 (3%) showed iso-to-high SI in HBP. Three iso-to-high SI LR-M were HCCs (P = 0.060) and their major histologic differentiation was Edmondson grade 1 (P = 0.001). 43 out of 61 (71%) low SI LR-M were iCCA or cHCC-CCA (P = 0.002). Inter-reader agreement of HBP SI classification was excellent, with a kappa coefficient of 0.872. LR-M with iso-to-high SI in HBP is prone to being HCC while LR-M with low SI in HBP is prone to being tumor with fibrous stroma such as iCCA and cHCC-CCA. Classification of LR-M based on HBP SI may be a helpful method of differentiating HCC from non-HCC malignancies.
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Affiliation(s)
- Jae Hyon Park
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yong Eun Chung
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
- * E-mail:
| | - Nieun Seo
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jin-Young Choi
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Mi-Suk Park
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Myeong-Jin Kim
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
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Lv K, Cao X, Dong Y, Geng D, Zhang J. CT/MRI LI-RADS version 2018 versus CEUS LI-RADS version 2017 in the diagnosis of primary hepatic nodules in patients with high-risk hepatocellular carcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1076. [PMID: 34422988 PMCID: PMC8339865 DOI: 10.21037/atm-21-1035] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 04/16/2021] [Indexed: 12/19/2022]
Abstract
Background This study aimed to explore the application value of computed tomography/magnetic resonance imaging (CT/MRI) liver imaging reporting and data system (LI-RADS) version 2018 and contrast-enhanced ultrasound (CEUS) LI-RADS version 2017 in high-risk hepatocellular carcinoma (HCC) patients and to conduct a comparative analysis. Methods This study enrolled 250 high-risk HCC patients with 259 primary hepatic nodules from June 2017 to June 2020. Two investigators used a single-blind method to classify all nodules. The u-test, t-test, and Kappa test were performed. The sensitivity, specificity, positive predictive value (PPV), negative predictive value and receiver operating characteristic curves of LR-5 and LR-M in the diagnosis of HCC and non-HCC malignancy were respectively calculated. Results CT/MRI LI-RADS v2018 and CEUS LI-RADS v2017 showed substantial agreement inter-observers, and there was a moderate agreement inter-modality. The specificity and PPV of HCC and non-HCC malignancies in CT/MRI LR-5/M were higher than CEUS. The areas under the curve (AUC) of CT/MRI LR-5 and LR-M were 0.794 and 0.777, and the AUC of CEUS LR-5 and LR-M were 0.720 and 0.718, respectively. Conclusions Two modalities have substantial agreement inter-observers and moderate agreement inter-modalities. The diagnostic accuracy of HCC of CT/MRI LR-5 and non-HCC malignancy of CT/MRI LR-M are higher than CEUS.
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Affiliation(s)
- Kun Lv
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China.,Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
| | - Xin Cao
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China.,Center for Shanghai Intelligent Imaging for Critical Brain Diseases Engineering and Technology Research, Shanghai, China
| | - Yinlei Dong
- Department of Pancreatic Surgery, Pancreatic Disease Institute, Huashan Hospital, Fudan University, Shanghai, China
| | - Daoying Geng
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China.,Center for Shanghai Intelligent Imaging for Critical Brain Diseases Engineering and Technology Research, Shanghai, China
| | - Jun Zhang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China.,Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
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Min JH, Kim JM, Kim YK, Kim H, Choi GS, Kang TW, Cha D, Hwang JA, Ko SE, Ahn S. A modified LI-RADS: targetoid tumors with enhancing capsule can be diagnosed as HCC instead of LR-M lesions. Eur Radiol 2021; 32:912-922. [PMID: 34345947 DOI: 10.1007/s00330-021-08124-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/12/2020] [Accepted: 06/07/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To elucidate whether the presence of enhancing capsule can be applied to establish a modified Liver Imaging Reporting and Data System (LI-RADS) to differentiate hepatocellular carcinoma (HCC) from non-HCC malignancies in extracellular contrast agent (ECA)-enhanced and hepatobiliary agent (HBA)-enhanced MRI. METHODS We enrolled 198 participants (161 men; mean age, 56.3 years) with chronic liver disease who underwent ECA-MRI and HBA-MRI before surgery for de novo hepatic nodule(s). Two reviewers assigned LI-RADS categories (v2018). We defined a "modified LR-5 category, which emphasizes enhancing capsule (mLR-5C)" over targetoid features and classifies tumors with both targetoid appearance and enhancing capsule as HCC instead of LR-M. We compared the diagnostic performance of conventional LI-RADS and modified LI-RADS criteria for both MRIs. RESULTS A total of 258 hepatic nodules (194 HCCs, 43 benign lesions, and 21 non-HCC malignancies; median size, 19 mm) were analyzed. By conventional LI-RADS, 47 (18.2%) nodules (31 HCCs and 16 non-HCC malignancies) were categorized as LR-M. The mLR-5C criterion showed superior sensitivity (ECA-MRI, 76.6% vs. 67.0%; HBA-MRI, 60.4% vs. 56.3%; both p < 0.05) while maintaining high specificity (ECA-MRI, 93.8% vs. 98.4%; HBA-MRI, 95.3% vs. 98.4%; both p > 0.05) compared with the LR-5 criterion. Using the mLR-5C criterion, ECA-MRI exhibited higher sensitivity than HBA-MRI (76.6% vs. 60.4%, p < 0.001) and similar specificity (93.8% vs. 95.3%, p > 0.99). CONCLUSION Our modified LI-RADS achieved superior sensitivity for diagnosing HCC, without compromising specificity compared with LR-5. ECA-MRI showed higher sensitivity in diagnosing HCC than HBA-MRI by applying the mLR-5C for LR-M lesions. KEY POINTS • By conventional LI-RADS, 31 (16.0%) of 194 HCCs were categorized as LR-M. • Among 31 HCCs categorized as LR-M, 19 HCCs or 8 HCCs were recategorized as HCC on ECA-MRI or HBA-MRI, respectively, after applying the modified LR-5 category, which allocates targetoid lesions with enhancing capsule as mLR-5C instead of LR-M. • The mLR-5C showed superior sensitivity compared with the LR-5 in both MRIs (ECA-MRI, 76.6% vs. 67.0%; HBA-MRI, 60.4% vs. 56.3%, both p < 0.05), while maintaining high specificity (ECA-MRI, 93.8% vs. 98.4%; HBA-MRI, 95.3% vs. 98.4%; both p > 0.05).
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Affiliation(s)
- Ji Hye Min
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Jong Man Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Young Kon Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea.
| | - Honsoul Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Gyu Seong Choi
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Tae Wook Kang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Dongik Cha
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Seong Eun Ko
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Soohyun Ahn
- Department of Mathematics, Ajou University, Suwon, Republic of Korea
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Shin J, Lee S, Yoon JK, Chung YE, Choi JY, Park MS. LI-RADS Major Features on MRI for Diagnosing Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis. J Magn Reson Imaging 2021; 54:518-525. [PMID: 33638582 DOI: 10.1002/jmri.27570] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 02/03/2021] [Accepted: 02/04/2021] [Indexed: 01/04/2025] Open
Abstract
BACKGROUND The reported diagnostic performance for hepatocellular carcinoma (HCC) of each major imaging feature on MRI using standardized definitions of the Liver Imaging Reporting and Data System (LI-RADS) is variable. It is important to know the actual performance of each LI-RADS major imaging feature for imaging diagnosis of HCC and determine the sources of heterogeneity between the reported results. PURPOSE To systematically determine the performance of each major imaging feature of LI-RADS for diagnosing HCC using either extracellular contrast agent-enhanced MRI (ECA-MRI) or gadoxetate disodium-enhanced MRI (EOB-MRI). STUDY TYPE Systematic review and meta-analysis. SUBJECTS Sixteen original articles with 3542 lesions. FIELD STRENGTH A 1.5 T and 3.0 T. ASSESSMENT Data extraction was independently performed by two reviewers who identified and reviewed original articles reporting the diagnostic performance of each LI-RADS major imaging feature-arterial phase hyperenhancement (APHE), observation size, washout appearance, enhancing "capsule," and threshold growth-using MRI. Study characteristics, study population characteristics, MRI characteristics, contrast agent, LI-RADS version, reference standards, and study outcomes were extracted from included studies. Risk of bias and concerns regarding applicability were evaluated using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. STATISTICAL TESTS Bivariate random-effects models were used to obtain summary estimates of the diagnostic performance of each LI-RADS major imaging feature. Hierarchical summary receiver operating characteristic curves were plotted. Meta-regression analyses were performed to explore potential sources of heterogeneity. RESULTS The pooled per-observation sensitivities and specificities for diagnosing HCC were 85% (95% confidence interval [CI] = 78%-89%) and 57% (95% CI = 44%-70%) for arterial phase hyperenhancement (APHE), 77% (95% CI = 72%-82%), and 74% (95% CI = 63%-83%) for washout appearance, and 52% (95% CI = 41%-64%) and 90% (95% CI = 85%-94%) for enhancing "capsule," respectively. DATA CONCLUSIONS Among the LI-RADS major features, the sensitivity was the highest for APHE and the specificity was the highest for enhancing "capsule" in the diagnosis of HCC. EVIDENCE LEVEL 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Jaeseung Shin
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sunyoung Lee
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ja Kyung Yoon
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yong Eun Chung
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jin-Young Choi
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Mi-Suk Park
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
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