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Tang H, Peng C, Zhao Y, Hu C, Dai Y, Lin C, Cai L, Wang Q, Wang S. An applicability study of rapid artificial intelligence-assisted compressed sensing (ACS) in anal fistula magnetic resonance imaging. Heliyon 2024; 10:e22817. [PMID: 38169794 PMCID: PMC10758725 DOI: 10.1016/j.heliyon.2023.e22817] [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: 12/21/2022] [Revised: 11/15/2023] [Accepted: 11/20/2023] [Indexed: 01/05/2024] Open
Abstract
Objective To evaluate the applicability of artificial intelligence-assisted compressed sensing (ACS) to anal fistula magnetic resonance imaging (MRI). Methods 51 patients were included in this study and underwent T2-weighted sequence of MRI examinations both with ACS and without ACS technology in a 3.0 T MR scanner. Subjective image quality scores, and objective image quality-related metrics including scanning time, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR), were evaluated and statistically compared between the images collected with and without ACS. Results No significant difference in the subjective image quality of lesion conspicuity was observed between the two groups. However, ACS MRI decreased the acquisition time with regard to control group (74.00 s vs. 156.00 s). Besides, SNR of perianal and muscle in the ACS group was significantly higher than that of the control group (164.07 ± 33.35 vs 130.81 ± 29.10, p < 0.001; 109.87 ± 22.01 vs 87.61 ± 17.95, p < 0.001; respectively). The CNR was significantly higher in the ACS group than in the control group (54.02 ± 23.98 vs 43.20 ± 21.00; p < 0.001). Moreover, the accuracy rate of the ACS groups in evaluating the direction and internal opening of the fistula was 88.89 %, exactly the same as that of the control group. Conclusion We demonstrated the applicability of using ACS to accelerate MR of anal fistulas with improved SNR and CNR. Meanwhile, the accuracy rates of the ACS group and the control were equivalent in evaluating the direction and internal opening of the fistula, based on the results of surgical exploration.
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Affiliation(s)
- Hao Tang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
| | - Chengdong Peng
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
| | - Yanjie Zhao
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
| | - Chenglin Hu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
| | - Yongming Dai
- Shanghai United Imaging Healthcare Co., Ltd., Shanghai, 201800, China
| | - Chen Lin
- Shanghai United Imaging Healthcare Co., Ltd., Shanghai, 201800, China
| | - Lingli Cai
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
| | - Qiuxia Wang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
| | - Shaofang Wang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095, Jie Fang Road, Han Kou District, Wu Han, 430030, Hu Bei Province, China
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Kim MJ. [Perianal Fistula: An Overview]. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2023; 84:565-585. [PMID: 37325009 PMCID: PMC10265243 DOI: 10.3348/jksr.2023.0018] [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: 02/19/2023] [Revised: 05/04/2023] [Accepted: 05/09/2023] [Indexed: 06/17/2023]
Abstract
Perianal fistula is a common inflammatory condition in the general population and affects the area around the anal canal. Although most cases are benign, they cause serious morbidity and require surgical treatment due to a high risk of recurrence. MR imaging is a gold standard technique for the evaluation of perianal fistulas and provides accurate information on the anatomy of the anal canal, its relationship to the anal sphincter complex, accurate identification of secondary tracts or abscesses, and reporting associated complications. MR imaging can help monitor treatment effects and determine treatment methods. Crohn's disease-related fistulas often require medical rather than surgical treatment. The radiologist is required to know the anatomy and MR imaging findings of the perianal fistula to present an accurate diagnosis to the clinician.
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Ren J, Bai W, Gu L, Li X, Peng X, Li W. Three-dimensional pelvic ultrasound is a practical tool for the assessment of anal fistula. BMC Gastroenterol 2023; 23:134. [PMID: 37098484 PMCID: PMC10127404 DOI: 10.1186/s12876-023-02715-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 03/09/2023] [Indexed: 04/27/2023] Open
Abstract
OBJECTIVE This study aims to investigate the diagnostic value of three-dimensional pelvic ultrasound in the preoperative assessment of anal fistula compared with findings of MRI and surgery. METHODS A total of 67 patients (62 males) with suspected anal fistula were analyzed retrospectively. Preoperative three-dimensional pelvic ultrasound and magnetic resonance imaging were performed in all patients. The number of internal openings and the type of fistula were recorded. The accuracy of three-dimensional pelvic ultrasound was determined by comparing these parameters with surgical outcomes. RESULTS At surgery, 5 (6%) were extrasphincteric, 10 (12%) were suprasphincteric, 11 (14%) were intersphincteric, and 55 (68%) were transsphincteric. There was no significant difference in the accuracy of pelvic 3D US and MRI, based on internal openings (97.92%, 94.79%), anal fistulas (97.01%, 94.03%), and those under Parks classification (97.53%, 93.83%). CONCLUSION Three-dimensional pelvic ultrasound is a reproducible and accurate method for determining the type of fistula and detecting internal openings and anal fistulas.
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Affiliation(s)
- Junyi Ren
- Department of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai Institute of Ultrasound in Medicine, Shanghai, China
| | - Wenkun Bai
- Department of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai Institute of Ultrasound in Medicine, Shanghai, China
- Department of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai, China
| | - Liangrui Gu
- Department of Radiology in Medicine, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai, China
| | - Xiao Li
- Department of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai Institute of Ultrasound in Medicine, Shanghai, China
| | - Xue Peng
- Department of Breast Surgery, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai, China
| | - WeiMei Li
- Department of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated 6Th People's Hospital, Shanghai, China.
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Iqbal N, Sackitey C, Gupta A, Tolan D, Plumb A, Godfrey E, Grierson C, Williams A, Brown S, Maxwell-Armstrong C, Anderson I, Selinger C, Lobo A, Hart A, Tozer P, Lung P. The development of a minimum dataset for MRI reporting of anorectal fistula: a multi-disciplinary, expert consensus process. Eur Radiol 2022; 32:8306-8316. [PMID: 35732929 DOI: 10.1007/s00330-022-08931-z] [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: 02/07/2022] [Revised: 05/08/2022] [Accepted: 05/30/2022] [Indexed: 11/27/2022]
Abstract
There are a range of sphincter-preserving procedures available to treat anorectal fistula, some of which can be precluded, or rendered more optimal by specific features of fistula anatomy. Magnetic resonance imaging (MRI) is the gold standard modality for assessing anorectal fistula. To maximise clinical utility, the MRI report should accurately describe these clinically relevant features. We aimed to develop a minimum dataset for reporting MRI of anorectal fistula, in order to improve the assessment and management of these patients. A longlist of 70 potential items for the minimum dataset was generated through systematic review of the literature. This longlist was presented to radiologists, surgeons and gastroenterologists in an online survey to understand the features that shape current clinical practice. The longlist and survey results were then presented to an expert consensus panel to generate the final minimum dataset through discussion and anonymous voting. The final minimum dataset details the general characteristics, features of the internal and external openings, path of the fistula through the sphincters and any associated extensions and collections that should be described in all MRI reports for anal fistula. Additional surgical and perianal Crohn's disease subsets were developed to indicate the features that aid decision-making for these patients, in addition to a minimum dataset for the clinical request. This study represents a multi-disciplinary approach to developing a minimum dataset for MRI reporting of anal fistula, highlighting the most important features to report that can assist in clinical decision-making. KEY POINTS: • This paper recommends the minimum features that should be included in all MRI reports for the assessment of anal fistula, including Parks classification, number of tracts, features of the internal and external opening, path of the tract through the sphincters, the presence and features of extensions and collections. • Additional features that aid decision-making for surgery or in the presence of Crohn's disease have been identified. • The items that should be included when requesting an MRI are specified.
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Affiliation(s)
- Nusrat Iqbal
- Robin Phillips' Fistula Research Unit, St Mark's Hospital, London, UK
| | - Charlene Sackitey
- Robin Phillips' Fistula Research Unit, St Mark's Hospital, London, UK
| | | | | | | | | | | | - Andrew Williams
- Guy's and St Thomas' Hospital NHS Foundation Trust, London, UK
| | - Steven Brown
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | | | | | | | - Alan Lobo
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Ailsa Hart
- Robin Phillips' Fistula Research Unit, St Mark's Hospital, London, UK
| | - Phil Tozer
- Robin Phillips' Fistula Research Unit, St Mark's Hospital, London, UK
| | - Phillip Lung
- Robin Phillips' Fistula Research Unit, St Mark's Hospital, London, UK.
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Cerit MN, Öner AY, Yıldız A, Cindil E, Şendur HN, Leventoğlu S. Perianal fistula mapping at 3 T: volumetric versus conventional MRI sequences. Clin Radiol 2020; 75:563.e1-563.e9. [PMID: 32334811 DOI: 10.1016/j.crad.2020.03.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 03/23/2020] [Indexed: 01/06/2023]
Abstract
AIM To evaluate volumetric contrast-enhanced three-dimensional T1-weighted (CE 3D T1) turbo spin-echo (TSE) with variable flip angle (SPACE), CE 3D T1 volumetric interpolated breath-hold examination (VIBE) sequences with conventional CE-two-dimensional (2D)-T1 and 2D-T2-weighted imaging (WI) sequences in assessing perianal fistulas. METHODS AND MATERIALS Twenty-three patients with perianal fistula were included in this prospective study and underwent pelvic magnetic resonance imaging (MRI) at 3 T including fat-supressed CE 3D T1 SPACE, CE 3D T1 VIBE, axial and coronal 2D-T1WI together with 2D-T2WI sequences in the axial and coronal planes. Acquisition times were recorded. Performance of each sequence was evaluated in terms of image quality, presence of artefacts, lesion conspicuity, fistula type, presence of abscess, visibility of internal orifice, and number of internal orifices. Results were compared with post-surgical findings defined as the reference standard. RESULTS Both CE 3D T1 VIBE and CE 3D T1 SPACE were the best sequences to determine fistula type and in terms of image quality, artefacts, and determining locations of internal orifices. The number of internal orifices was detected correctly in 23 (100%) patients for CE 3D T1 SPACE and CE 3D T1 VIBE sequences, in 17 (73.9%) patients on CE-T1WI, and in seven (30.4%) patients on 2D-T2WI. Lesion conspicuity was higher for CE 3D T1 SPACE and CE 3D T1 VIBE sequences compared to the 2D sequences (p<0.05). The overall acquisition time for each 3D sequence was shorter compared to the 2D sequences combined. CONCLUSION CE 3D T1 SPACE and CE 3D T1 VIBE sequences may outperform conventional 2D sequences in the evaluation of perianal fistulas in terms of visibility and number of internal orifices with a shorter scanning time.
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Affiliation(s)
- M N Cerit
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey.
| | - A Y Öner
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - A Yıldız
- Department of General Surgery, Yıldırım Beyazıt University, Yenimahalle Research and Training Hospital, Ankara, Turkey
| | - E Cindil
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - H N Şendur
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - S Leventoğlu
- Department of General Surgery, Gazi University Faculty of Medicine, Ankara, Turkey
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Waheed KB, Shah WJ, Altaf B, Amjad M, Hameed F, Wasim S, UlHassan MZ, Abuabdullah ZM, Rajamonickam SN, Arulanatham ZJ. Magnetic resonance imaging findings in patients with initial manifestations of perianal fistulas. Ann Saudi Med 2020; 40:42-48. [PMID: 32026703 PMCID: PMC7012033 DOI: 10.5144/0256-4947.2020.42] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Crohn's disease (CD) is a serious cause of perianal disease and the incidence is increasing in Saudi Arabia. MR imaging may document specific features that may help to foresee Crohn's disease in patients making an initial presentation. OBJECTIVE Present MR imaging findings of perianal fistulas in patients making an initial presentation. DESIGN Retrospective, observational. SETTING Radiology clinic in in Dhahran. PATIENTS AND METHODS All previously undiagnosed and untreated patients who presented for the first time to the outpatient clinics from September 2015-2018 with perianal fistulas were retrospectively evaluated. Previously diagnosed CD patients, post-surgical or intervention cases were excluded. Fistulas were categorized as low or high anal, simple or complex, and were graded per St. James University Hospital Classification. Imaging was interpreted by two experienced readers based on the Van Assche score. MAIN OUTCOME MEASURES Fistula features on MR imaging and diagnosis of CD. SAMPLE SIZE 171 patients. RESULTS Of 171 patients, 139 (81.3%) were males with mean age of 37.2 (12.7) years; the 32 females had a mean age of 35.8 (10.6) years. Twenty-one patients (12.3%) had CD. Fourteen (40.4%) patients with complex fistulas had CD in comparison to only 5 (4.8%) simple fistula patients ( P=.0005). More than half of patients with complex and high anal fistulas had CD ( P=.0005). Females were more affected than males ( P=.0005). CONCLUSION Complex or high anal fistula on MR imaging may be the initial presentation of CD and warrant further work up to establish the diagnosis. LIMITATIONS Retrospective, small sample, single center, and short duration study. CONFLICT OF INTEREST None.
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Affiliation(s)
- Khawaja Bilal Waheed
- From the Department of Radiology, King Fahd Military Medical Complex, Dhahran, Saudi Arabia
| | - Waseem Jan Shah
- From the Department of Pediatric Surgery, King Fahd Military Medical Complex, Dhahran, Saudi Arabia
| | - Bilal Altaf
- From the Department of General Surgery, King Fahd Military Medical Complex, Dhahran, Saudi Arabia
| | - Muhammad Amjad
- From the Department of Internal Medicine, King Fahd Military Medical Complex, Dhahran, Saudi Arabia
| | - Fawad Hameed
- From the Department of General Surgery, King Fahd Military Medical Complex, Dhahran, Saudi Arabia
| | - Sana Wasim
- From the Department of Radiology, Rawalpindi Medical College, Rawalpindi, Pakistan
| | - Muhammad Zia UlHassan
- From the Department of Radiology, King Fahd Military Medical Complex, Dhahran, Saudi Arabia
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Erlichman DB, Kanmaniraja D, Kobi M, Chernyak V. MRI anatomy and pathology of the anal canal. J Magn Reson Imaging 2019; 50:1018-1032. [PMID: 31115134 DOI: 10.1002/jmri.26776] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 04/21/2019] [Accepted: 04/22/2019] [Indexed: 12/11/2022] Open
Abstract
The normal function of the anal sphincter complex is crucial for quality of life, as it is the mechanism by which fecal continence is maintained. Additionally, the anal sphincter complex is an integral part of the coordinated effort of defecation. As imaging plays an important role in assessment of pathologic conditions involving the anal region, understanding the normal anatomy of the anal sphincter complex is important for correct image interpretation and accurate diagnosis. This review discusses the anatomy and function of the anal sphincter complex, important technical considerations for MRI, and various inflammatory, infectious, and neoplastic processes, as well as pathologic structural conditions that affect the anal region. Level of Evidence: 5 Technical Efficacy Stage: 3 J. Magn. Reson. Imaging 2019;50:1018-1032.
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Affiliation(s)
- David B Erlichman
- Department of Radiology, Montefiore Medical Center, Bronx, New York, USA
| | | | - Mariya Kobi
- Department of Radiology, Montefiore Medical Center, Bronx, New York, USA
| | - Victoria Chernyak
- Department of Radiology, Montefiore Medical Center, Bronx, New York, USA
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