Review
Open access
Jun 2026
Machine learning analysis of treatment and complication patterns in rheumatoid arthritis case reports (1995–2025)
This NLP and ML-based analysis revealed a dual structure in RA complication literature, reflecting immunological treatment-related complications and surgical outcomes, demonstrating the potential of unsupervised ML for longitudinal mapping of clinical research domains.
Naruaki Ogasawara
· Rheumatology · 0 citations