Machine Learning-Based Analysis of Serum Interleukin-39 and Interleukin-40 Levels for Differentiating Rheumatoid Arthritis and Systemic Lupus Erythematosus
ML models based on IL-39 and IL-40 serum levels can effectively differentiate RA from SLE. The findings suggest that integrating artificial intelligence-based analytical approaches with novel cytokine biomarkers may enhance diagnostic precision and support differential diagnosis in autoimmune diseases.
Authors
- Inas K. Sharquie (ORCID: https://orcid.org/0000-0002-4953-7365)
- Amal Mahdi Al Rubaye
- Zahraa Adnan AL-GHURAIBAWI
- Faiq Isho GORIAL
Institutions
- University of Baghdad (IQ)
- University of Diyala (IQ)
Publication Details
- Journal
- Medeniyet Medical Journal
- Published
- 2025-12-31
- DOI
- https://doi.org/10.4274/mmj.galenos.2025.95690
- Primary Topic
- Rheumatoid Arthritis Research and Therapies
- Type
- article
- Field-Weighted Citation Impact
- 0.00