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Comparison and validation of machine learning models to predict 5-year fall risk among community-dwelling older adults in China.

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Bibliographic Details
Title: Comparison and validation of machine learning models to predict 5-year fall risk among community-dwelling older adults in China.
Authors: Chai JL; College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China., Zhao Y; Experimental Center, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China., Li GZ; First college of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250014, China., Sun YX; First college of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250014, China., Sun TF; Pharmacological Research Institute, Shandong Academy of Chinese Medicine, Jinan City, Shandong Province, 250014, China., Gao Z; College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China., Yu HY; College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China. 60020015@sdutcm.edu.cn., Liang XZ; First college of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250014, China. 60170109@sdutcm.edu.cn.
Source: BMC geriatrics [BMC Geriatr] 2026 Apr 29; Vol. 26 (1). Date of Electronic Publication: 2026 Apr 29.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968548 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2318 (Electronic) Linking ISSN: 14712318 NLM ISO Abbreviation: BMC Geriatr Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
Description
ISSN:1471-2318
DOI:10.1186/s12877-026-07554-z