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Author

Ying Zhang

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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.

Falls impose a major public health burden on middle-aged and older adults. Coexisting cardiovascular disease (CVD) and arthritis further increases fall risk, yet targeted prediction models remain scarce, especially in Chinese populations. We analyzed 633 China Health and Retirement Longitudinal Study participants aged...

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, Zhen'ge Chang, Shuang Zhang et al. · 0 citations

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