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Machine learning based gut microbiota pattern and response to fiber as a diagnostic tool for chronic inflammatory diseases

Abstract Gut microbiota has been implicated in the pathogenesis of multiple gastrointestinal (GI) and systemic metabolic and inflammatory disorders where disrupted gut microbiota composition and function (dysbiosis) has been found in multiple studies. Thus, human microbiome data holds significant po...

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Furkejuvvon:
Váldodahkkit: Miad Boodaghidizaji, Thaisa Jungles, Tingting Chen, Bin Zhang, Tianming Yao, Alan Landay, Ali Keshavarzian, Bruce Hamaker, Arezoo Ardekani
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: BMC 2025-06-01
Ráidu:BMC Microbiology
Fáttát:
Microbiome data
Machine learning
Ulcerative colitis
Crohn's disease
Fiber treatment
Liŋkkat:https://doi.org/10.1186/s12866-025-04072-7
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