Construction of a feature gene and machine prediction model for inflammatory bowel disease based on multichip joint analysis

Construction of a feature gene and machine prediction model for inflammatory bowel disease based on multichip joint analysis

Abstract Background Inflammatory bowel disease (IBD) is a chronic nonspecific inflammatory disorder triggered by immune responses and genetic factors. Currently, there is no cure for IBD, and its etiology remains unclear. As a result, early detection and diagnosis of IBD pose significant challenges....

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Bibliographic Details
Main Authors: Yan Chaosheng, Sun Haowen, Rao Jingjing, Dai Yuanyuan, Duan Wenhui, Sheng Yingyue, Xue Yuzheng
Format: Article
Language:English
Published: BMC 2025-08-01
Series:Journal of Translational Medicine
Subjects:
Inflammatory bowel disease
Machine learning
Artificial neural network
Diagnostic model
Immune differences
Online Access:https://doi.org/10.1186/s12967-025-06838-z
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