Jul 2026
Predicting the risk of bone erosion in rheumatoid arthritis using a SHAP-based interpretable machine learning model
The SHAP-interpretable XGBoost model demonstrates strong discriminative performance in predicting BE risk in RA, highlighting synovial PDI and synovial hyperplasia as pivotal factors.
Lei Yan, Yongqi Zheng, Minghang Lin et al.
· Clinical Rheumatology · 0 citations