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Tang L, Hu Y, Min M, Gu J, Pan D, Lin X, Tong C. Comparisons of clinical scoring systems among suspected pulmonary embolism patients presenting to emergency department. Health Sci Rep 2024; 7:e70003. [PMID: 39170892 PMCID: PMC11335811 DOI: 10.1002/hsr2.70003] [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: 01/24/2024] [Revised: 08/02/2024] [Accepted: 08/05/2024] [Indexed: 08/23/2024] Open
Abstract
Introduction Pulmonary embolism (PE) is among the most severe cardiovascular disorders worldwide. Timely and appropriate diagnosis of PE remains an important step in reducing PE related mortality and morbidity. Methods In this retrospective single-center cohort study, we comprehensively compared the screening performances of several clinical scoring systems (Wells score [WS], Revised Geneva score [RGS], WS + d-Dimer [D-D], RGS + D-D, WS + PE rule-out criteria [PERC] and RGS + PERC) among PE suspected patients. Failure rates across different PE severity grades as well as overall sensitivity/specificity were considered in evaluating each screening strategy. Results A total of 3437 patients were included in this study and 698 of them were diagnosed with PE. Patients with and without PE were similar in demographics, while significantly different in respiration-related characteristics. Compared with WS or RGS alone, Integrating PERC or D-D with WS or RGS significantly decreased the failure rates across all PE severity grades, and increased the overall sensitivity from 88.5% and 87.2% to 96.3% and 94.8% (D-D) to 99.4% and 99.6% (PERC), respectively. However, compared with other four scoring approaches, using WS or RGS alone increased the specificity from 8.3% and 7.2%, 38.3% and 21.3%, to 63.5% and 34.8%, respectively, and increased the AUC from 0.54 to 0.54, 0.70 and 0.69, to 0.8 and 0.76, respectively. In general, all screening approaches achieved better performances among PE patients with respiratory distress compared to those without respiratory distress. Conclusion Combining PERC or D-D with WS or RGS, and the presence of respiratory distress provide significantly better PE rule-out performances.
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Affiliation(s)
- Luojia Tang
- Emergency Department of Zhongshan HospitalFudan UniversityShanghaiChina
| | - Yundi Hu
- School of Data ScienceFudan UniversityShanghaiChina
| | - Min Min
- Emergency Department of Zhongshan HospitalFudan UniversityShanghaiChina
| | - Jianyong Gu
- Emergency Department of Zhongshan HospitalFudan UniversityShanghaiChina
| | - Dong Pan
- Department of Information and Intelligence DevelopmentZhongshan Hospital, Fudan UniversityShanghaiChina
| | - Xiaolei Lin
- School of Data ScienceFudan UniversityShanghaiChina
| | - Chaoyang Tong
- Emergency Department of Zhongshan HospitalFudan UniversityShanghaiChina
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2
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Biondini D, Tinè M, Semenzato U, Daverio M, Scalvenzi F, Bazzan E, Turato G, Damin M, Spagnolo P. Clinical Applications of Endobronchial Ultrasound (EBUS) Scope: Challenges and Opportunities. Diagnostics (Basel) 2023; 13:2565. [PMID: 37568927 PMCID: PMC10417616 DOI: 10.3390/diagnostics13152565] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/20/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
Endobronchial Ultrasound (EBUS) has been widely used to stage lung tumors and to diagnose mediastinal diseases. In the last decade, this procedure has evolved in several technical aspects, with new tools available to optimize tissue sampling and to increase its diagnostic yield, like elastography, different types of needles and, most recently, miniforceps and cryobiopsy. Accordingly, the indications for the use of the EBUS scope into the airways to perform the Endobronchial Ultrasound-TransBronchial Needle Aspiration (EBUS-TBNA) has also extended beyond the endobronchial and thoracic boundaries to sample lesions from the liver, left adrenal gland and retroperitoneal lymph nodes via the gastroesophageal tract, performing the Endoscopic UltraSound with Bronchoscope-guided Fine Needle Aspiration (EUS-B-FNA). In this review, we summarize and critically discuss the main indication for the use of the EBUS scope, even the more uncommon, to underline its utility and versatility in clinical practice.
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Affiliation(s)
- Davide Biondini
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
- Department of Medicine, University of Padova, 35128 Padova, Italy
| | - Mariaenrica Tinè
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Umberto Semenzato
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Matteo Daverio
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Francesca Scalvenzi
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Erica Bazzan
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Graziella Turato
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Marco Damin
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Paolo Spagnolo
- Respiratory Disease Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
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Challenges in the Differential Diagnosis of COVID-19 Pneumonia: A Pictorial Review. Diagnostics (Basel) 2022; 12:diagnostics12112823. [PMID: 36428883 PMCID: PMC9689132 DOI: 10.3390/diagnostics12112823] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/13/2022] [Accepted: 11/14/2022] [Indexed: 11/18/2022] Open
Abstract
COVID-19 pneumonia represents a maximum medical challenge due to the virus's high contagiousness, morbidity, and mortality and the still limited possibilities of the health systems. The literature has primarily focused on the diagnosis, clinical-radiological aspects of COVID-19 pneumonia, and the most common possible differential diagnoses. Still, few studies have investigated the rare differential diagnoses of COVID-19 pneumonia or its overlap with other pre-existing lung pathologies. This article presents the main radiological features of COVID-19 pneumonia and the most common alternative diagnoses to establish the vital radiological criteria for a differential diagnosis between COVID-19 pneumonia and other lung pathologies with similar imaging appearance. The differential diagnosis of COVID-19 pneumonia is challenging because there may be standard radiologic features such as ground-glass opacities, crazy paving patterns, and consolidations. A multidisciplinary approach is crucial to define a correct final diagnosis, as an overlap of COVID-19 pneumonia with pre-existing lung diseases is often possible and suggests possible differential diagnoses. An optimal evaluation of HRTC can help limit the clinical evolution of the disease, promote therapy for patients and ensure an efficient allocation of human and economic resources.
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Elias A, Aronson D. Risk of Acute Kidney Injury after Intravenous Contrast Media Administration in Patients with Suspected Pulmonary Embolism: A Propensity-Matched Study. Thromb Haemost 2020; 121:800-807. [PMID: 33302305 DOI: 10.1055/s-0040-1721387] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Although computed tomography pulmonary angiography (CTPA) is the preferred diagnostic procedure in patients with suspected pulmonary embolism (PE), some patients undergo ventilation/perfusion (V/Q) lung scan due to concern of contrast-associated acute kidney injury (AKI). METHODS The study used a cohort of 4,565 patients with suspected PE. Patients who received contrast during CTPA were compared with propensity score-matched unexposed control patients who underwent V/Q lung scanning. AKI was defined as ≥50% increase in serum creatinine during the first 72 hours after either CTPA or V/Q lung scan. RESULTS Classification and regression tree analysis demonstrated that baseline creatinine was the strongest determinant of the decision to use CTPA. Propensity-score matching yielded 969 patient pairs. There were 44 AKI events (4.5%) in patients exposed to contrast media (CM) and 33 events (3.4%) in patients not exposed to CM (risk difference: 1.1%, 95% confidence interval [CI]: -0.6 to 2.9%; odds ratio [OR]: 1.39, 95% CI: 0.86-2.26; p = 0.18). Using different definitions for AKI and extending the time window for AKI diagnosis gave similar results. In a sensitivity analysis with the inverse probability weighting method, the OR for AKI in the CTPA versus V/Q scan was 1.14 (95% CI: 0.72-1.78; p = 0.58). CONCLUSION Intravenous contrast material administration was not associated with an increased risk of AKI in patients with suspected PE. Given the diagnostic superiority of CTPA, these results are reassuring with regard to the use of CTPE in patients with suspected PE perceived to be at risk for AKI.
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Affiliation(s)
- Adi Elias
- Department of Cardiology, Rambam Medical Center, Haifa, Israel.,B. Rappaport Faculty of Medicine, Technion Medical School, Haifa, Israel
| | - Doron Aronson
- Department of Cardiology, Rambam Medical Center, Haifa, Israel.,B. Rappaport Faculty of Medicine, Technion Medical School, Haifa, Israel
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Rajiah P, Ciancibello L, Novak R, Sposato J, Landeras L, Gilkeson R. Ultra-low dose contrast CT pulmonary angiography in oncology patients using a high-pitch helical dual-source technology. ACTA ACUST UNITED AC 2020; 25:195-203. [PMID: 31063136 DOI: 10.5152/dir.2019.17498] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
PURPOSE We aimed to determine if the image quality and vascular enhancement are preserved in computed tomography pulmonary angiography (CTPA) studies performed with ultra-low contrast and optimized radiation dose using high-pitch helical mode of a second generation dual source scanner. METHODS We retrospectively evaluated oncology patients who had CTPA on a 128-slice dual-source scanner, with a high-pitch helical mode (3.0), following injection of 30 mL of Ioversal at 4 mL/s with body mass index (BMI) dependent tube potential (80-120 kVp) and current (130-150 mAs). Attenuation, noise, and signal-to-noise ratio (SNR) were measured in multiple pulmonary arteries. Three independent readers graded the images on a 5-point Likert scale for central vascular enhancement (CVE), peripheral vascular enhancement (PVE), and overall quality. RESULTS There were 50 males and 101 females in our study. BMI ranged from 13 to 38 kg/m2 (22.8±4.4 kg/m2). Pulmonary embolism was present in 29 patients (18.9%). Contrast enhancement and SNR were excellent in all the pulmonary arteries (395.3±131.1 and 18.3±5.7, respectively). Image quality was considered excellent by all the readers, with average reader scores near the highest possible score of 5.0 (CVE, 4.83±0.48; PVE, 4.68±0.65; noise/quality, 4.78±0.47). The average radiation dose length product (DLP) was 161±60 mGy.cm. CONCLUSION Using a helical high-pitch acquisition technique, CTPA images of excellent diagnostic quality, including visualization of peripheral segmental/sub-segmental branches can be obtained using an ultra-low dose of iodinated contrast and low radiation dose.
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Affiliation(s)
- Prabhakar Rajiah
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA;Department of Radiology, Cardiothoracic Imaging, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Leslie Ciancibello
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Ronald Novak
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA;Rebecca D. Considine Research Institute, Akron Children's Hospital, Akron, Ohio, USA
| | - Jennifer Sposato
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Luis Landeras
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA;Department of Radiology, University of Chicago, Chicago, Illinois, USA
| | - Robert Gilkeson
- Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
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Prentice D, Wipke-Tevis DD. Diagnosis of pulmonary embolism: Following the evidence from suspicion to certainty. JOURNAL OF VASCULAR NURSING 2019; 37:28-42. [PMID: 30954195 DOI: 10.1016/j.jvn.2018.10.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 09/23/2018] [Accepted: 10/02/2018] [Indexed: 12/16/2022]
Abstract
Accurate, timely and cost-effective identification of pulmonary embolism remains a diagnostic challenge. This article reviews the pulmonary embolism diagnostic process with a focus on the best practice advice from the American College of Physicians. Benefits and risks of each diagnostic step are discussed. Emerging diagnostic tools, not included in the algorithm, are briefly reviewed.
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Affiliation(s)
- Donna Prentice
- Clinical Nurse Specialist, Barnes-Jewish Hospital, St. Louis, MO; PhD Candidate, Sinclair School of Nursing, University of Missouri, Columbia, MO.
| | - Deidre D Wipke-Tevis
- Associate Professor and PhD Program Director, Sinclair School of Nursing, University of Missouri, Columbia, MO
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Valente AM, Economy KE. Diagnosing Pulmonary Embolism During Pregnancy: Which Test Is Best? Ann Intern Med 2018; 169:810-811. [PMID: 30357267 DOI: 10.7326/m18-2818] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Anne Marie Valente
- Brigham and Women's Hospital and Boston Children's Hospital, Boston, Massachusetts (A.M.V.)
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Pierce T, Hovnanian M, Hedgire S, Ghoshhajra B. Imaging of Cardiovascular Disease in Pregnancy and the Peripartum Period. CURRENT TREATMENT OPTIONS IN CARDIOVASCULAR MEDICINE 2017; 19:94. [PMID: 29134367 DOI: 10.1007/s11936-017-0593-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OPINION STATEMENT Cardiovascular disease is an important cause of morbidity and mortality during pregnancy and the postpartum period. During pregnancy, the cardiovascular system undergoes extensive hemodynamic, hormonal, and microstructural changes which may exacerbate a preexisting underlying cardiovascular condition or predispose to cardiovascular complications not typically seen in young healthy women. Such conditions include spontaneous coronary artery dissection, atherosclerotic coronary artery disease, and peripartum cardiomyopathy. When evaluating this patient population, the diagnostic strategy should be tailored to specifically assess this distinct disease spectrum. The choice of imaging techniques must also consider potential risks to both the mother and child; a unique challenge of diagnostic imaging during pregnancy. The risk of radiation from radiography, computed tomography, and nuclear medicine imaging; iodinated and gadolinium-based contrast media for computed tomography and magnetic resonance imaging respectively; and heat deposition from sonography are of special importance during pregnancy. A thorough understanding of pregnancy-specific cardiovascular complications and the capabilities and risks of available diagnostic imaging modalities is crucial to appropriately manage the pregnant patient.
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Affiliation(s)
- Theodore Pierce
- Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Founders 216, Boston, MA, 02114, USA.
| | - Meline Hovnanian
- Department of Cardiothoracic Radiology, Mount Sinai School of Medicine - BISLR, 1000 Tenth Avenue, New York, NY, 10019, USA
| | - Sandeep Hedgire
- Division of Cardiovascular Imaging, Massachusetts General Hospital - Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Brian Ghoshhajra
- Division of Cardiovascular Imaging, Massachusetts General Hospital - Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
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10
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Ntusi NA, Samuels P, Moosa S, Mocumbi AO. Diagnosing cardiac disease during pregnancy: imaging modalities. Cardiovasc J Afr 2017; 27:95-103. [PMID: 27213857 PMCID: PMC4928175 DOI: 10.5830/cvja-2016-022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 03/04/2016] [Indexed: 01/20/2023] Open
Abstract
Pregnant women with known or suspected cardiovascular disease (CVD) often require cardiovascular imaging during pregnancy. The accepted maximum limit of ionising radiation exposure to the foetus during pregnancy is a cumulative dose of 5 rad. Concerns related to imaging modalities that involve ionising radiation include teratogenesis, mutagenesis and childhood malignancy. Importantly, no single imaging study approaches this cautionary dose of 5 rad (50 mSv or 50 mGy). Diagnostic imaging procedures that may be used in pregnancy include chest radiography, fluoroscopy, echocardiography, invasive angiography, cardiovascular computed tomography, computed tomographic pulmonary angiography, cardiovascular magnetic resonance (CMR) and nuclear techniques. Echocardiography and CMR appear to be completely safe in pregnancy and are not associated with any adverse foetal effects, provided there are no general contra-indications to MR imaging. Concerns related to safety of imaging tests must be balanced against the importance of accurate diagnosis and thorough assessment of the pathological condition. Decisions about imaging in pregnancy are premised on understanding the physiology of pregnancy, understanding basic concepts of ionising radiation, the clinical manifestations of existent CVD in pregnancy and features of new CVD. The cardiologist/physician must understand the indications for and limitations of, and the potential harmful effects of each test during pregnancy. Current evidence suggests that a single cardiovascular radiological study during pregnancy is safe and should be undertaken at all times when clinically justified. In this article, the different imaging modalities are reviewed in terms of how they work, how safe they are and what their clinical utility in pregnancy is. Furthermore, the safety of contrast agents in pregnancy is also reviewed.
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Affiliation(s)
- Ntobeko A Ntusi
- Division of Cardiology, Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa.
| | - Petronella Samuels
- Cape University Body Imaging Centre, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | | | - Ana O Mocumbi
- Instituto Nacional de Saúde and Department of Medicine, University Eduardo Mondlane, Maputo, Mozambique
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Samarage CR, Carnibella R, Preissner M, Jones HD, Pearson JT, Fouras A, Dubsky S. Technical Note: Contrast free angiography of the pulmonary vasculature in live mice using a laboratory x-ray source. Med Phys 2017; 43:6017. [PMID: 27806595 PMCID: PMC5074996 DOI: 10.1118/1.4964794] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Purpose: In vivo imaging of the pulmonary vasculature in small animals is difficult yet highly desirable in order to allow study of the effects of a host of dynamic biological processes such as hypoxic pulmonary vasoconstriction. Here the authors present an approach for the quantification of changes in the vasculature. Methods: A contrast free angiography technique is validated in silico through the use of computer-generated images and in vivo through microcomputed tomography (μCT) of live mice conducted using a laboratory-based x-ray source. Subsequent image processing on μCT data allowed for the quantification of the caliber of pulmonary vasculature without the need for external contrast agents. These measures were validated by comparing with quantitative contrast microangiography in the same mice. Results: Quantification of arterial diameters from the method proposed in this study is validated against laboratory-based x-ray contrast microangiography. The authors find that there is a high degree of correlation (R = 0.91) between measures from microangiography and their contrast free method. Conclusions: A technique for quantification of murine pulmonary vasculature without the need for contrast is presented. As such, this technique could be applied for longitudinal studies of animals to study changes to vasculature without the risk of premature death in sensitive mouse models of disease. This approach may also be of value in the clinical setting.
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Affiliation(s)
| | - Richard Carnibella
- 4Dx Limited, Melbourne 3000, Australia and Department of Mechanical and Aerospace Engineering, Monash University, Melbourne 3800, Australia
| | - Melissa Preissner
- Department of Mechanical and Aerospace Engineering, Monash University, Melbourne 3800, Australia
| | - Heather D Jones
- Department of Medicine and the Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, California 90048
| | - James T Pearson
- Department of Physiology, Monash University, Melbourne 3800, Australia; Monash Biomedical Imaging Facility Monash University, Melbourne 3800, Australia; and Australian Synchrotron, Melbourne 3168, Australia
| | - Andreas Fouras
- 4Dx Limited, Melbourne 3000, Australia and Department of Mechanical and Aerospace Engineering, Monash University, Melbourne 3800, Australia
| | - Stephen Dubsky
- 4Dx Limited, Melbourne 3000, Australia and Department of Mechanical and Aerospace Engineering, Monash University, Melbourne 3800, Australia
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Implementation and Performance of Automated Software for Computing Right-to-Left Ventricular Diameter Ratio From Computed Tomography Pulmonary Angiography Images. J Comput Assist Tomogr 2017; 40:387-92. [PMID: 26938697 DOI: 10.1097/rct.0000000000000375] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this study was to prospectively test the performance and potential for clinical integration of software that automatically calculates the right-to-left ventricular (RV/LV) diameter ratio from computed tomography pulmonary angiography images. METHODS Using 115 computed tomography pulmonary angiography images that were positive for acute pulmonary embolism, we prospectively evaluated RV/LV ratio measurements that were obtained as follows: (1) completely manual measurement (reference standard), (2) completely automated measurement using the software, and (3 and 4) using a customized software interface that allowed 2 independent radiologists to manually adjust the automatically positioned calipers. RESULTS Automated measurements underestimated (P < 0.001) the reference standard (1.09 [0.25] vs1.03 [0.35]). With manual correction of the automatically positioned calipers, the mean ratio became closer to the reference standard (1.06 [0.29] by read 1 and 1.07 [0.30] by read 2), and the correlation improved (r = 0.675 to 0.872 and 0.887). The mean time required for manual adjustment (37 [20] seconds) was significantly less than the time required to perform measurements entirely manually (100 [23] seconds). CONCLUSIONS Automated CT RV/LV diameter ratio software shows promise for integration into the clinical workflow for patients with acute pulmonary embolism.
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Hicks LK, Rajasekhar A, Bering H, Carson KR, Kleinerman J, Kukreti V, Ma A, Mueller BU, O'Brien SH, Panepinto JA, Pasquini MC, Sarode R, Wood WA. Identifying existing Choosing Wisely recommendations of high relevance and importance to hematology. Am J Hematol 2016; 91:787-92. [PMID: 27152483 DOI: 10.1002/ajh.24412] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 04/26/2016] [Accepted: 05/03/2016] [Indexed: 01/03/2023]
Abstract
Choosing Wisely (CW) is a medical stewardship initiative led by the American Board of Internal Medicine Foundation in collaboration with professional medical societies in the United States. In an effort to learn from and leverage the work of others, the American Society of Hematology CW Task Force developed a method to identify and prioritize CW recommendations from other medical societies of high relevance and importance to patients with blood disorders and their physicians. All 380 CW recommendations were reviewed and assessed for relevance and importance. Relevance was assessed using the MORE(TM) relevance scale. Importance was assessed with regard to six guiding principles: harm avoidance, evidence, aggregate cost, relevance, frequency and impact. Harm avoidance was considered the most important principle. Ten highly relevant and important recommendations were identified from a variety of professional societies. Recommendations focused on decreasing unnecessary imaging, blood work, treatments and transfusions, as well as on increasing collaboration across disciplines and considering value when recommending treatments. Many CW recommendations have relevance beyond the society of origin. The methods developed by the ASH CW Task Force could be easily adapted by other Societies to identify additional CW recommendations of relevance and importance to their fields. Am. J. Hematol. 91:787-792, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Lisa K. Hicks
- St. Michael's Hospital; University of Toronto; Toronto Ontario Canada
| | | | - Harriet Bering
- Harvard Vanguard Medical Associates; Beverly Massachusetts
| | | | | | - Vishal Kukreti
- University of Toronto, University Health Network; Toronto Ontario
| | - Alice Ma
- University of North Carolina; Chapel Hill North Carolina
| | | | | | - Julie A. Panepinto
- Medical College of Wisconsin/Children's Hospital of Wisconsin; Milwaukee Wisconsin
| | | | - Ravi Sarode
- UT Southwestern Medical Center; Dallas Texas
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Kubak MP, Lauritzen PM, Borthne A, Ruud EA, Ashraf H. Elevated d-dimer cut-off values for computed tomography pulmonary angiography-d-dimer correlates with location of embolism. ANNALS OF TRANSLATIONAL MEDICINE 2016; 4:212. [PMID: 27386486 DOI: 10.21037/atm.2016.05.55] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Acute pulmonary embolism (APE) is a potentially fatal condition, and making a timely diagnosis can be challenging. Computed tomography pulmonary angiography (CTPA) has become the modality of choice, and this contributes to the increasing load on emergency room CT scanners. Our purpose was to investigate whether an elevated d-dimer cut-off could reduce the demand for CTPA while maintaining a high sensitivity and negative predictive value (NPV). METHODS We retrospectively reviewed all patients referred for CTPA with suspicion of APE in 2012, and collected d-dimer values and CTPA results. We investigated the diagnostic performance of d-dimer using a 0.5 mg/L cut-off and an age adjusted cut-off. We also evaluated a new and elevated cut-off. Cases were categorized according to their CTPA result into: no embolism, peripheral embolism, lobar embolism and central embolism. Finally we investigated a possible correlation between d-dimer values and location of embolism. RESULTS We included 1,051 CTPAs, from which 216 (21%) showed pulmonary embolism. There were concomitant d-dimer analyses in 822 CTPA examinations. The current 0.5 mg/L cut-off achieved a sensitivity and NPV of 99%. The age-adjusted cut-off achieved a sensitivity and NPV of 98%, and our suggested cut-off of 0.9 mg/L achieved a sensitivity and NPV of 97%. CONCLUSIONS We conclude that the elevated d-dimer cut-off of 0.9 mg/L achieved a high sensitivity and NPV, while reducing the number of CTPA by 27%. The correlation between d-dimer values and location of embolisms supports the suggestion of an elevated d-dimer value.
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Affiliation(s)
- Mateuzs Piotr Kubak
- 1 Department of Radiology, Akershus University Hospital, Postboks 1000, 1478 Lørenskog, Norway ; 2 Institute of Clinical Medicine, University of Oslo, Akershus University Hospital, Att: Campus Ahus, Postboks 1000, 1478 Lørenskog, Norway ; 3 Department of Pulmonary Medicine, Gentofte University Hospital, Kildegårdsvej 28, 2900 Hellerup, Denmark
| | - Peter Mæhre Lauritzen
- 1 Department of Radiology, Akershus University Hospital, Postboks 1000, 1478 Lørenskog, Norway ; 2 Institute of Clinical Medicine, University of Oslo, Akershus University Hospital, Att: Campus Ahus, Postboks 1000, 1478 Lørenskog, Norway ; 3 Department of Pulmonary Medicine, Gentofte University Hospital, Kildegårdsvej 28, 2900 Hellerup, Denmark
| | - Arne Borthne
- 1 Department of Radiology, Akershus University Hospital, Postboks 1000, 1478 Lørenskog, Norway ; 2 Institute of Clinical Medicine, University of Oslo, Akershus University Hospital, Att: Campus Ahus, Postboks 1000, 1478 Lørenskog, Norway ; 3 Department of Pulmonary Medicine, Gentofte University Hospital, Kildegårdsvej 28, 2900 Hellerup, Denmark
| | - Espen Asak Ruud
- 1 Department of Radiology, Akershus University Hospital, Postboks 1000, 1478 Lørenskog, Norway ; 2 Institute of Clinical Medicine, University of Oslo, Akershus University Hospital, Att: Campus Ahus, Postboks 1000, 1478 Lørenskog, Norway ; 3 Department of Pulmonary Medicine, Gentofte University Hospital, Kildegårdsvej 28, 2900 Hellerup, Denmark
| | - Haseem Ashraf
- 1 Department of Radiology, Akershus University Hospital, Postboks 1000, 1478 Lørenskog, Norway ; 2 Institute of Clinical Medicine, University of Oslo, Akershus University Hospital, Att: Campus Ahus, Postboks 1000, 1478 Lørenskog, Norway ; 3 Department of Pulmonary Medicine, Gentofte University Hospital, Kildegårdsvej 28, 2900 Hellerup, Denmark
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Kumamaru KK, George E, Ghosh N, Quesada CG, Wake N, Gerhard-Herman M, Rybicki FJ. Normal ventricular diameter ratio on CT provides adequate assessment for critical right ventricular strain among patients with acute pulmonary embolism. Int J Cardiovasc Imaging 2016; 32:1153-61. [PMID: 27076224 DOI: 10.1007/s10554-016-0887-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Accepted: 03/29/2016] [Indexed: 01/21/2023]
Abstract
There is variability in guideline recommendations for assessment of the right ventricle (RV) with imaging as prognostic information after acute pulmonary embolism (PE). The objective of this study is to identify a clinical scenario for which normal CT-derived right-to-left ventricular (RV/LV) ratio is sufficient to exclude RV strain or PE-related short-term death. This retrospective cohort study included 579 consecutive subjects (08/2003-03/2010) diagnosed with acute PE with normal CT-RV/LV ratio (<0.9), 236 of whom received subsequent echocardiography. To identify a clinical scenario for which CT-RV/LV ratio was considered sufficient to exclude RV strain or PE-related short-term death, a multivariable logistic model was created to detect factors related to subjects for whom subsequent echocardiography detected RV strain or those who did not receive echocardiography and died of PE within 14 days (n = 55). The final model included five variables (c-statistic = 0.758, over-fitting bias = 2.52 %): congestive heart failure (adjusted odds ratio, OR 4.32, 95 % confidence interval, CI 1.88-9.92), RV diameter on CT >45 mm (OR 3.07, 95 % CI 1.56-6.03), age >60 years (OR 2.59, 95 % CI 1.41-4.77), central embolus (OR 1.96, 95 % CI 1.01-3.79), and stage-IV cancer (OR 1.94, 95 % CI 0.99-3.78). If these five factors were all absent (37.1 % of the population), the probability that "CT-RV/LV ratio is sufficient to exclude RV strain/PE-related short-term death" was 0.97 (95 % CI = 0.95-0.99). Normal CT-RV/LV ratio plus readily obtained five clinical predictors were adequate to exclude RV strain or PE-related short-term mortality.
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Affiliation(s)
- Kanako K Kumamaru
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. .,Department of Radiology, Juntendo Univeristy, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
| | - Elizabeth George
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Nina Ghosh
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Carlos Gonzalez Quesada
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Nicole Wake
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,The Sackler Institute of Graduate Biomedical Sciences, New York University, New York, NY, USA
| | - Marie Gerhard-Herman
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Frank J Rybicki
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,The Department of Radiology, The Ottawa Hospital Research Institute, The University of Ottawa Faculty of Medicine, Ottawa, ON, Canada
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Endobronchial ultrasound: an unusual diagnostic tool for pulmonary embolism. Am J Emerg Med 2016; 34:684.e1-2. [DOI: 10.1016/j.ajem.2015.07.081] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2015] [Accepted: 07/23/2015] [Indexed: 11/19/2022] Open
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Association Between Confidence Level of Acute Pulmonary Embolism Diagnosis on CTPA images and Clinical Outcomes. Acad Radiol 2015; 22:1555-61. [PMID: 26391859 DOI: 10.1016/j.acra.2015.08.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 07/22/2015] [Accepted: 08/23/2015] [Indexed: 11/24/2022]
Abstract
RATIONALE AND OBJECTIVES The purpose was to evaluate clinical characteristics associated with low confidence in diagnosis of acute pulmonary embolism (PE) as expressed in computed tomography pulmonary angiography (CTPA) reports and to evaluate the effect of confidence level in PE diagnosis on patient clinical outcomes. MATERIALS AND METHODS This study included radiology reports from 1664 consecutive CTPA considered positive for acute PE (8/2003-5/2010). All reports were retrospectively assessed for the level of confidence in diagnosis. Baseline characteristics and outcomes (therapies related to PE and short-term mortality) were compared between high and low confidence groups. Multivariable logistic and Cox regression analyses were used to analyze the relationship between the confidence level and outcomes. RESULTS One-hundred sixty of 1664 (9.6%) reports had language that reflected a low confidence in PE diagnosis. The low confidence group had smaller (segmental and subsegmental) suspected emboli (prevalence, 72.5% vs. 50.7%; P < .001) and more comorbidities. The low confidence group had a lower likelihood of receiving PE-related therapies (adjusted odds ratio [OR], 0.18; 95% confidence interval, 0.10-031, P < .001), but there was no change in the all-cause and PE-related 30-day and/or 90-day mortality (OR of death for low confidence, 0.81-1.13, P values > .5). CONCLUSIONS Roughly 10% of positive CTPA reports had uncertainty in PE findings, and patients with reports categorized as low confidence had smaller emboli and more comorbidities. Although the low confidence group was less likely to receive PE-related therapies, patients in this group were not associated with higher probability of short-term mortality.
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Yu S, Kumamaru KK, George E, Dunne RM, Bedayat A, Neykov M, Hunsaker AR, Dill KE, Cai T, Rybicki FJ. Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing. J Biomed Inform 2014; 52:386-93. [PMID: 25117751 PMCID: PMC4261018 DOI: 10.1016/j.jbi.2014.08.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 07/01/2014] [Accepted: 08/01/2014] [Indexed: 11/17/2022]
Abstract
In this paper we describe an efficient tool based on natural language processing for classifying the detail state of pulmonary embolism (PE) recorded in CT pulmonary angiography reports. The classification tasks include: PE present vs. absent, acute PE vs. others, central PE vs. others, and subsegmental PE vs. others. Statistical learning algorithms were trained with features extracted using the NLP tool and gold standard labels obtained via chart review from two radiologists. The areas under the receiver operating characteristic curves (AUC) for the four tasks were 0.998, 0.945, 0.987, and 0.986, respectively. We compared our classifiers with bag-of-words Naive Bayes classifiers, a standard text mining technology, which gave AUC 0.942, 0.765, 0.766, and 0.712, respectively.
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Affiliation(s)
- Sheng Yu
- Partners HealthCare Personalized Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States.
| | - Kanako K Kumamaru
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States
| | - Elizabeth George
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States
| | - Ruth M Dunne
- Thoracic Imaging, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States
| | - Arash Bedayat
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States; Department of Radiology, University of Massachusetts Medical School, Worcester, MA, United States
| | - Matey Neykov
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, United States
| | - Andetta R Hunsaker
- Thoracic Imaging, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States
| | - Karin E Dill
- Department of Radiology, University of Chicago, Chicago, IL, United States
| | - Tianxi Cai
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, United States
| | - Frank J Rybicki
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, United States
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Javadrashid R, Mozayan M, Tarzamni MK, Ghaffari MR, Fouladi DF. Spiral computed tomographic pulmonary angiography in patients with acute pulmonary emboli and no pre-existing comorbidity: a prospective prognostic panel study. Eur Radiol 2014; 25:147-54. [DOI: 10.1007/s00330-014-3383-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2014] [Revised: 06/21/2014] [Accepted: 08/05/2014] [Indexed: 01/22/2023]
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Chatterson LC, Leswick DA, Fladeland DA, Hunt MM, Webster S, Lim H. Fetal shielding combined with state of the art CT dose reduction strategies during maternal chest CT. Eur J Radiol 2014; 83:1199-1204. [PMID: 24838282 DOI: 10.1016/j.ejrad.2014.04.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Revised: 04/14/2014] [Accepted: 04/15/2014] [Indexed: 11/29/2022]
Abstract
PURPOSE Custom bismuth-antimony shields were previously shown to reduce fetal dose by 53% on an 8DR (detector row) CT scanner without dynamic adaptive section collimation (DASC), automatic tube current modulation (ATCM) or adaptive statistical iterative reconstruction (ASiR). The purpose of this study is to compare the effective maternal and average fetal organ dose reduction both with and without bismuth-antimony shields on a 64DR CT scanner using DASC, ATCM and ASiR during maternal CTPA. MATERIALS AND METHODS A phantom with gravid prosthesis and a bismuth-antimony shield were used. Thermoluminescent dosimeters (TLDs) measured fetal radiation dose. The average fetal organ dose and effective maternal dose were determined using 100 kVp, scanning from the lung apices to the diaphragm utilizing DASC, ATCM and ASiR on a 64DR CT scanner with and without shielding in the first and third trimester. Isolated assessment of DASC was done via comparing a new 8DR scan without DASC to a similar scan on the 64DR with DASC. RESULTS Average third trimester unshielded fetal dose was reduced from 0.22 mGy ± 0.02 on the 8DR to 0.13 mGy ± 0.03 with the conservative 64DR protocol that included 30% ASiR, DASC and ATCM (42% reduction, P<0.01). Use of a shield further reduced average third trimester fetal dose to 0.04 mGy ± 0.01 (69% reduction, P<0.01). The average fetal organ dose reduction attributable to DASC alone was modest (6% reduction from 0.17 mGy ± 0.02 to 0.16 mGy ± 0.02, P=0.014). First trimester fetal organ dose on the 8DR protocol was 0.07 mGy ± 0.03. This was reduced to 0.05 mGy ± 0.03 on the 64DR protocol without shielding (30% reduction, P=0.009). Shields further reduced this dose to below accurately detectable levels. Effective maternal dose was reduced from 4.0 mSv on the 8DR to 2.5 mSv on the 64DR scanner using the conservative protocol (38% dose reduction). CONCLUSION ASiR, ATCM and DASC combined significantly reduce effective maternal and fetal organ dose during CTPA. Shields continue to be an effective means of fetal dose reduction.
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Affiliation(s)
| | - David A Leswick
- Department of Diagnostic Imaging, University of Saskatchewan, Canada
| | - Derek A Fladeland
- Department of Diagnostic Imaging, University of Saskatchewan, Canada
| | - Megan M Hunt
- Saskatchewan Ministry of Labour Relations and Workplace Safety, Canada
| | - Stephen Webster
- Saskatchewan Ministry of Labour Relations and Workplace Safety, Canada
| | - Hyun Lim
- Department of Community Health and Epidemiology, College of Medicine, University of Saskatchewan, Canada
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Kumamaru KK, Hunsaker AR, Kumamaru H, George E, Bedayat A, Rybicki FJ. Correlation between early direct communication of positive CT pulmonary angiography findings and improved clinical outcomes. Chest 2014; 144:1546-1554. [PMID: 23828207 DOI: 10.1378/chest.13-0308] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Despite a general consensus that rapid communication of critical radiology findings from radiologists to referring physicians is imperative, a possible association with superior patient outcomes has not been confirmed. The objective of this study was to evaluate the correlation between early direct communication of CT image findings by radiologists to referring physicians and better clinical outcomes in patients with acute pulmonary embolism (PE). METHODS This was a retrospective, single-institution, cohort study that included 796 consecutive patients (February 2006 to March 2010) who had acute PE confirmed by CT pulmonary angiography (CTPA) and whose treatment had not been initiated at the time of CTPA acquisition. The time from CTPA to direct communication of the diagnosis was evaluated for its association with time from CTPA to treatment initiation and with 30-day mortality. Cox regression analysis was performed with inverse probability weighting by propensity scores calculated using 20 potential confounding factors. RESULTS In 93.4% of patients whose first treatment was anticoagulation, the referring physicians started treatment after receiving direct notification of the diagnosis from the radiologist. Late communication (> 1.5 h after CTPA; n = 291) was associated with longer time to treatment initiation (adjusted hazard ratio [HR], 0.714; 95% CI, 0.610-0.836; P < .001) and higher all-cause and PE-related 30-day mortality (HR, 1.813; 95% CI, 1.163-2.828; P = .009; and HR, 2.625; 95% CI, 1.362-5.059; P = .004, respectively). CONCLUSIONS Delay (> 1.5 h of CTPA acquisition) in direct communication of acute PE diagnosis from radiologists to referring physicians was significantly correlated with a higher risk of delayed treatment initiation and death within 30 days.
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Affiliation(s)
- Kanako K Kumamaru
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA; Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Andetta R Hunsaker
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA
| | - Hiraku Kumamaru
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Elizabeth George
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA
| | - Arash Bedayat
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA
| | - Frank J Rybicki
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA.
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Hosch W, Schlieter M, Ley S, Heye T, Kauczor HU, Libicher M. Detection of acute pulmonary embolism: feasibility of diagnostic accuracy of MRI using a stepwise protocol. Emerg Radiol 2013; 21:151-8. [DOI: 10.1007/s10140-013-1176-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2013] [Accepted: 11/04/2013] [Indexed: 11/25/2022]
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24
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Right ventricular enlargement in acute pulmonary embolism derived from CT pulmonary angiography. Int J Cardiovasc Imaging 2013; 29:705-8. [PMID: 23053855 DOI: 10.1007/s10554-012-0126-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Parast L, Cai B, Bedayat A, Kumamaru KK, George E, Dill KE, Rybicki FJ. Statistical methods for predicting mortality in patients diagnosed with acute pulmonary embolism. Acad Radiol 2012; 19:1465-73. [PMID: 23122566 DOI: 10.1016/j.acra.2012.09.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Revised: 09/17/2012] [Accepted: 09/18/2012] [Indexed: 12/20/2022]
Abstract
RATIONALE AND OBJECTIVES Risk stratification in pulmonary embolism (PE) guides patient management. The purpose of this study was to develop and test novel mortality risk prediction models for subjects with acute PE diagnosed using computed tomographic pulmonary angiography in a large cohort with comprehensive clinical data. MATERIALS AND METHODS Retrospective analyses of 1596 consecutive subjects diagnosed with acute PE from a single, large, urban teaching hospital included two modern statistical methods to predict survival in patients with acute PE. Landmark analysis was used for 90-day mortality. Adaptive least absolute shrinkage and selection operator (aLASSO), a penalization method, was used to select variables important for prediction and to estimate model coefficients. Receiver-operating characteristic analysis was used to evaluate the resulting prediction rules. RESULTS Using 30-day all-cause mortality outcome, three of the 16 clinical risk factors (the presence of a known malignancy, coronary artery disease, and increased age) were associated with high risk, while subjects treated with anticoagulation had lower risk. For 90-day landmark mortality, subjects with recent operations had a lower risk for death. Both prediction rules developed using aLASSO performed well compared to standard logistic regression. CONCLUSIONS The aLASSO regression approach combined with landmark analysis provides a novel tool for large patient populations and can be applied for clinical risk stratification among subjects diagnosed with acute PE. After positive results on computed tomographic pulmonary angiography, the presence of a known malignancy, coronary artery disease, and advanced age increase 30-day mortality. Additional risk stratification can be simplified with these methods, and future work will place imaging-based prediction of mortality in perspective with other clinical data.
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Affiliation(s)
- Layla Parast
- Department of Biostatistics, Harvard University, Cambridge, MA, USA
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26
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Diagnostic imaging of pulmonary embolism using endobronchial ultrasound. Arch Bronconeumol 2012; 49:268-71. [PMID: 23140635 DOI: 10.1016/j.arbres.2012.08.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2012] [Revised: 08/13/2012] [Accepted: 08/30/2012] [Indexed: 11/21/2022]
Abstract
Endobronchial ultrasound (EBUS) is a new technique that can be used for the diagnostic imaging of central pulmonary thromboembolism (PE). In eight cases at our clinic, EBUS was used because of mediastinal lymphadenopathies or paramediastinal nodular lesions and at the same time images were obtained of a PE by means of EBUS. The PE was diagnosed before the EBUS with computed tomography (CT) of the lungs in all cases (5 women and 3 men). The repletion defects of all the cases compatible with a PE were clarified with CT-angiography. EBUS may be an alternative method for the diagnosis of PE, as it can indicate the presence of a thrombus in the central pulmonary arteries in hemodynamically-stable cases.
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The Variability in Prognostic Values of Right Ventricular-to-Left Ventricular Diameter Ratios Derived From Different Measurement Methods on Computed Tomography Pulmonary Angiography. J Thorac Imaging 2012; 27:331-6. [DOI: 10.1097/rti.0b013e3182350a35] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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29
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Contralateral decubitus positioning enhances computed tomographic angiographic evaluation of pulmonary vasculature in a patient with a pulmonary arteriovenous malformation. J Thorac Imaging 2012; 27:W193-5. [PMID: 22437510 DOI: 10.1097/rti.0b013e318242b4b3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Computed tomographic pulmonary angiography has become the diagnostic procedure of choice in patients suspected of having a pulmonary embolus. However, intrapulmonary shunting of blood in a variety of pathologic conditions can cause suboptimal opacification of the pulmonary arterial circulation and result in a suboptimal or even nondiagnostic study. Radiologists should be aware of these conditions and be familiar with positioning techniques to minimize such shunting. We report a patient suspected of having pulmonary embolism, in whom a preexisting unilateral arteriovenous malformation prevented adequate evaluation of the pulmonary circulation. Positioning the patient in the contralateral decubitus position significantly enhanced image quality.
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Hawley PC, Hawley MP. Difficulties in diagnosing pulmonary embolism in the obese patient: a literature review. Vasc Med 2011; 16:444-51. [PMID: 22025526 DOI: 10.1177/1358863x11422571] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Several of the signs and symptoms of pulmonary embolism, such as dyspnea, tachypnea, and tachycardia, are common in the obese population, so these patients are frequently suspected of having a pulmonary embolism. Establishing an accurate diagnosis in this situation is often difficult. We performed a review of the literature examining the difficulty of diagnosing pulmonary embolism in obese patients. Several factors compromise the ability of clinicians to accurately diagnose pulmonary embolism in obese patients. When patients weigh over 350 lbs (159 kg), thoracic imaging often cannot be performed because of the weight limitations of the scanning equipment. If equipment is available that can scan these patients, image quality is often poor. The literature that is available to guide the clinician in this difficult clinical scenario is sparse. Access to radiology equipment that can image morbidly obese patients is improving, but questions about image quality remain. Further research on both imaging and outcomes is needed.
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Konstantinides S. A New Method to Diagnose Pulmonary Embolism: David against Goliath(s). Am J Respir Crit Care Med 2011; 184:626-7. [DOI: 10.1164/rccm.201106-1114ed] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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32
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Weininger M. Subjective assessment of right ventricle enlargement from computed tomography pulmonary angiography images. Int J Cardiovasc Imaging 2011; 28:975-7. [DOI: 10.1007/s10554-011-9909-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Accepted: 06/09/2011] [Indexed: 12/01/2022]
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Kumamaru KK, Hunsaker AR, Bedayat A, Soga S, Signorelli J, Adams K, Wake N, Lu MT, Rybicki FJ. Subjective assessment of right ventricle enlargement from computed tomography pulmonary angiography images. Int J Cardiovasc Imaging 2011; 28:965-73. [PMID: 21670986 DOI: 10.1007/s10554-011-9903-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2011] [Accepted: 05/27/2011] [Indexed: 11/25/2022]
Abstract
To retrospectively evaluate prognostic accuracy of subjective assessment of right ventricle (RV) enlargement on CT pulmonary angiography (CTPA) images in comparison with objective measures of RV enlargement in patients with acute pulmonary embolism (PE). For 200 consecutive patients with acute PE, two readers blinded to patient outcomes subjectively determined whether the maximum RV diameter was greater than that of the left ventricle (LV) using axial CTPA images. For the objective measurements, RV/LV diameter ratios were calculated using axial images and 4-chamber reformatted images. For all assessments, sensitivities and specificities for predicting PE-related death within 30-days and a composite outcome including PE-related death or the need for intensive therapies were compared. The agreement between two readers was 91.5% (kappa = 0.83) and all other assessments had pair-wise agreement over 75% (kappa = 0.53-0.72). There was no significant difference in sensitivity between the subjective and objective methods for predicting both outcomes. The specificity for subjective RV enlargement (55.4-67.7%) was significantly higher than objective measures (45.8-53.1%), except for the 4-chamber views where, for one reader, the specificity of the subjective evaluation was higher but did not reach statistical significance. Complex measurements of RV/LV diameter ratios may not be needed to maximize the prognostic value from CTPA. The radiologist who interprets the CTPA images should report RV enlargement when the RV diameter subjectively appears larger than the LV.
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Affiliation(s)
- Kanako K Kumamaru
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital & Harvard Medical School, Boston, MA 02115, USA
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Rybicki FJ. MR Pulmonary angiography: assessment of PIOPED III data. Int J Cardiovasc Imaging 2011; 28:313-5. [PMID: 21347591 DOI: 10.1007/s10554-011-9835-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2011] [Accepted: 02/14/2011] [Indexed: 11/25/2022]
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