Digestion
Explainable Artificial Intelligence for the Mayo Endoscopic Score in Ulcerative Colitis.
Jinzhou Zhu, Shiqi Zhu, Xianglin Ding, Lihe Liu, Congying Xu, Haoxiang Ni, Jiaxi Lin, Xiaolin Liu, Yu Wang, Yu Li, Hang Zhao, James Weiquan Li, Rui Li
Published: 202610.1159/000550610
Abstract
INTRODUCTION: The Mayo endoscopic score (MES) is used widely in ulcerative colitis (UC) for severity assessment and therapeutic decision-making. Deep learning (DL) models developed to determine MES currently lack explainability. We aimed to develop e…
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