Explainable machine learning identifies key quality-of-life-related predictors of arthritis status: evidence from the China health and retirement longitudinal study

Abstract Background Arthritis is a prevalent chronic disease substantially impacting patients’ quality of life (QoL). While identifying key determinants associated with arthritis is critical for targeted interventions, traditional statistical methods often struggle with complex interactions, and exi...

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出版年:	Health and Quality of Life Outcomes
主要な著者:	Kaibin Lin, Tingting Jiang, Jiafen Liao, Xianrun Zhou, Zheng Wang, Yiyue Chen, Xi Xu, Bing Zhou
フォーマット:	論文
言語:	英語
出版事項:	BMC 2025-08-01
主題:	Arthritis Explainable machine learning Quality of life CHARLS
オンライン･アクセス:	https://doi.org/10.1186/s12955-025-02412-9