Machine Learning of Serum Cytokine and Chemokine Profiles Can Classify Inflammatory Bowel Disease Beyond Clinical Diagnosis

Machine Learning of Serum Cytokine and Chemokine Profiles Can Classify Inflammatory Bowel Disease Beyond Clinical Diagnosis

Background and Aims: The pathophysiology of inflammatory bowel disease (IBD) including ulcerative colitis (UC) and Crohn’s disease (CD) remains unclear. While IBD is heterogeneous, most molecular-targeted drugs (MTDs) are effective for both UC and CD. The immunological pathoetiology can be considere...

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Bibliographic Details
Main Authors: Jun Miyoshi, Satoshi Tamura, Noriaki Oguri, Daisuke Saito, Yuu Nishinarita, Haruka Wada, Nobuki Nemoto, Minoru Matsuura, Tadakazu Hisamatsu
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Gastro Hep Advances
Subjects:
Inflammatory Bowel Disease
Ulcerative Colitis
Crohn’s Disease
Immune Profile
Machine Learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2772572325000548
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