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Yamin Peng

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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. · 0 citations

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