An integrated machine learning framework for developing and validating diagnostic models and drug predictions based on ulcerative colitis genes

An integrated machine learning framework for developing and validating diagnostic models and drug predictions based on ulcerative colitis genes

Ulcerative colitis (UC) is a long-lasting inflammatory bowel disease that causes inflammation in the intestines and triggers autoimmune responses. This study aims to identify immune-related biomarkers for ulcerative colitis (UC) and explore potential therapeutic targets. First, we downloaded the exp...

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Bibliographic Details
Main Authors: Na An, Zhongwen Lu, Yang Li, Bing Yang, Shaozhen Ji, Xu Dong, Zhaoliang Ding
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Medicine
Subjects:
ulcerative colitis
machine learning
immunity
molecular docking
dynamics
single cell
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1571529/full
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