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Explainable machine learning for long-term cardiovascular disease risk prediction in Chinese middle-aged and older adults: a 9-year longitudinal cohort study with web-based risk calculator

Crossref DOI link: https://doi.org/10.1038/s41598-026-45297-4

Published Online: 2026-03-25

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhu, Xing-Yu

Li, Wei

Pan, Xu-Yang

Li, Tao

Yuan, Guo-Liang
License Information

Text and Data Mining valid from 2026-03-25

Accepted Manuscript valid from 2026-03-25
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Article History

Received: 3 December 2025

Accepted: 18 March 2026

First Online: 25 March 2026

Declarations

:

: The authors declare no competing interests.

: The CHARLS baseline and all follow-up surveys received ethical approval from the Biomedical Ethics Review Committee of Peking University (IRB00001052-11015). Written informed consent was obtained from all participants prior to enrolment.

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