Open access
Aug 2026
Development and Validation of a Disability Risk Prediction Model for Older Adults Based on Machine Learning: A Multi-Algorithm Comparison with SHAP Interpretation
Among the developed prediction models, the LightGBM‑based model demonstrated superior overall predictive performance in internal validation, providing a reference for disability management in older adults.
Shaoting Yang, Heting Liang, Yamin Peng et al.
· Clinical Interventions in Ag... · 0 citations