Machine Learning of Serum Cytokine and Chemokine Profiles Can Classify Inflammatory Bowel Disease Beyond Clinical Diagnosis
This proof-of-concept study indicates that machine learning using the serum immune profile can classify active IBD regardless of the clinical diagnosis.
Authors
- Daisuke Saito (ORCID: https://orcid.org/0000-0003-3200-579X)
- Satoshi Tamura
- Jun Miyoshi (ORCID: https://orcid.org/0000-0002-6883-1930)
- Tadakazu Hisamatsu (ORCID: https://orcid.org/0000-0002-1178-3536)
- Yuu Nishinarita
- Noriaki Oguri (ORCID: https://orcid.org/0000-0001-8243-6059)
- Minoru Matsuura (ORCID: https://orcid.org/0000-0001-9590-2370)
- Nobuki Nemoto
- Haruka Wada (ORCID: https://orcid.org/0000-0001-7436-8367)
Institutions
- Kyorin University (JP)
- Kyorin University Hospital (JP)
- Gifu University (JP)
Publication Details
- Journal
- Gastro Hep Advances
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1016/j.gastha.2025.100667
- Primary Topic
- Inflammatory Bowel Disease
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Japan Society for the Promotion of Science