Predictive models for endoscopic disease activity in patients with ulcerative colitis: Practical machine learning-based modeling and interpretation

BackgroundEndoscopic disease activity monitoring is important for the long-term management of patients with ulcerative colitis (UC), there is currently no widely accepted non-invasive method that can effectively predict endoscopic disease activity. We aimed to develop and validate machine learning (...

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Bibliographic Details
Main Authors: Xiaojun Li, Lamei Yan, Xuehong Wang, Chunhui Ouyang, Chunlian Wang, Jun Chao, Jie Zhang, Guanghui Lian
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.1043412/full