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Exploration of an interpretable machine learning-based screening manner for low muscle mass among Chinese community-dwelling older adults using routine physical examination information

Crossref DOI link: https://doi.org/10.1186/s12877-026-07161-y

Published Online: 2026-02-18

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

Authors

Gu, Wentao

Liu, Qisijing

Tan, Dongfei

Zhang, Luwen

Song, Yaxiong

Lv, Huan

Peng, Bo

Hu, Yaozhong

Wang, Shuo
Funding

Funding for this research was provided by:

Fundamental Research Funds for the Central Universities, Nankai University (63241459)

Tianjin Natural Science Foundation Project, China (25JCQNJC01300)

National Natural Science Foundation of China (82304268)

China Postdoctoral Science Foundation (2024M752385)
License Information

Text and Data Mining valid from 2026-02-18

Version of Record valid from 2026-03-26
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Article History

Received: 22 November 2025

Accepted: 6 February 2026

First Online: 18 February 2026

Declarations

:

: The study was approved by the Medical Ethics Committee of Nankai University (approval numbers: NKUIRB2024094). All participants signed a written informed consent form.

: Not applicable.

: The authors declare no competing interests.

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