Application of Deep Learning Models to Improve Ulcerative Colitis Endoscopic Disease Activity Scoring Under Multiple Scoring Systems.

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第一作者： Michael F,Byrne

第一单位： Division of Gastroenterology, Department of Medicine, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada.

作者： Michael F,Byrne ^[1] ; Remo,Panaccione ^[2] ; James E,East ^[3] ; Marietta,Iacucci ^[4] ; Nasim,Parsa ^[5] ; Rakesh,Kalapala ^[6] ; Duvvur N,Reddy ^[2] ; Hardik,Ramesh Rughwani ^[7] ; Aniruddha P,Singh ^[8] ; Sameer K,Berry ^[7] ; Ryan,Monsurate ^[7] ; Florian,Soudan ^[8] ; Greta,Laage ^[2] ; Enrico D,Cremonese ^[9] ; Ludovic,St-Denis ^[9] ; Paul,Lemaître ^[9] ; Shima,Nikfal ^[9] ; Jerome,Asselin ^[9] ; Milagros L,Henkel ^[9] ; Simon P,Travis ^[9]

作者单位： Division of Gastroenterology, Department of Medicine, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada. ^[1] Satisfai Health, Vancouver, British Columbia, Canada. ^[2] Division of Gastroenterology, University of Calgary, Calgary, Canada. ^[3] Translational Gastroenterology Unit and Oxford NIHR Biomedical Research Centre, Nuffield Department of Clinical Medicine, Experimental Medicine Division, University of Oxford, John Radcliffe Hospital, Headley Way, Headington, Oxford, UK. ^[4] Institute of Translational Medicine, Division of Gastroenterology, Birmingham, UK. ^[5] Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, AZ, USA. ^[6] Asian Institute of Gastroenterology (AIG Hospitals), Gachibowli, Hyderabad, India. ^[7] New York Gastroenterology Associates, New York, NY, USA. ^[8] IVADO Labs, Montreal, Canada. ^[9]

关键词 Inflammatory bowel disease Mayo Endoscopic Subscore Ulcerative Colitis Endoscopic Index of Severity deep learning

主题词人类(Humans);结肠炎, 溃疡性(Colitis, Ulcerative);结肠镜检查(Colonoscopy);前瞻性研究(Prospective Studies);人工智能(Artificial Intelligence);疾病严重程度指数(Severity of Illness Index)

DOI 10.1093/ecco-jcc/jjac152

PMID 36254822

发布时间 2023-04-21

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准确一般字义偏差语意偏离译文作用小提交