Sarcopenia prediction model based on machine learning and SHAP values for community-based older adults with cardiovascular disease in China

BackgroundSarcopenia (SP), is recognized as a complication of cardiovascular disease (CVD), but few relevant diagnostic models have been developed. This study aims to establish an interpretable diagnostic model for the occurrence of SP in older adult CVD patients living in Chinese community-dwelling...

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Bibliographic Details
Main Authors: Peil Yu, Xinxin Zhang, Guoxuan Sun, Ping Zeng, Chu Zheng, Ke Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Public Health
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Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1527304/full
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