Constructing inflammatory bowel disease diagnostic models based on k-mer and machine learning

Constructing inflammatory bowel disease diagnostic models based on k-mer and machine learning

BackgroundInflammatory bowel disease (IBD), encompassing Crohn’s disease (CD) and ulcerative colitis (UC), is linked to significant alterations in gut microbiota. Conventional diagnostic approaches frequently rely on invasive procedures, contributing to patient discomfort; hence, non-invasive diagno...

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Bibliographic Details
Main Authors: Liwei Li, Zheng Liu, Jiamin Qin, Guang Xiong, Chongze Yang, Fuqing Cai, Jiean Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Microbiology
Subjects:
inflammatory bowel disease
gut microbiota
non-invasive diagnosis
machine learning
k-mer
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2025.1578005/full
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https://www.frontiersin.org/articles/10.3389/fmicb.2025.1578005/full

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