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Naruaki Ogasawara

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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 · 0 citations

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