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Author

Ying Zhang

2 papers indexed here

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Review Oct 2026

A Machine Learning-Based Fall Risk Prediction Model for Middle-Aged and Older Adults with Comorbid Cardiovascular Disease and Arthritis: Development and Geographic Split-Sample Validation.

The SHAP identified fall history, ankle pain, activities of daily living impairment, and sleep duration as the most influential predictors, but may serve only as adjunctive stratification within a stepped assessment pathway and should not replace routine clinical fall-risk screening.

Ying Zhang, Yan Li · 0 citations
Open access Oct 2026

Longitudinal Sleep Patterns and Risk of Type 2 Diabetes Mellitus

ABSTRACT Aims Evidence relating sleep characteristics to type 2 diabetes mellitus (T2DM) has largely been based on single assessments. We examined whether transitions in a multidimensional healthy sleep score between two assessments were associated with incident T2DM and explored the relationship of the triglyceride‐gl...

Ying Zhang, Z. Chang, S. Zhang et al. · 0 citations

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