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

Michael F Byrne,Remo Panaccione,James E East,Marietta Iacucci,Nasim Parsa,Rakesh Kalapala,Duvvur N Reddy,Hardik Ramesh Rughwani,Aniruddha P Singh,Sameer K Berry,Ryan Monsurate,Florian Soudan,Greta Laage,Enrico D Cremonese,Ludovic St-Denis, Paul Lemaître, Shima Nikfal,Jerome Asselin, Milagros L Henkel,Simon P Travis

Journal of Crohn's & colitis（2023）

引用 6|浏览21

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摘要

We present the first fully automated tool that improves the accuracy of the MES and UCEIS, reduces the time between video collection and review, and improves subsequent quality assurance and scoring.

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关键词

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

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