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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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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
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  Data: Comparison and validation of machine learning models to predict 5-year fall risk among community-dwelling older adults in China.
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  Data: <searchLink fieldCode="AU" term="%22Chai+JL%22">Chai JL</searchLink>; College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China.<br /><searchLink fieldCode="AU" term="%22Zhao+Y%22">Zhao Y</searchLink>; Experimental Center, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China.<br /><searchLink fieldCode="AU" term="%22Li+GZ%22">Li GZ</searchLink>; First college of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250014, China.<br /><searchLink fieldCode="AU" term="%22Sun+YX%22">Sun YX</searchLink>; First college of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250014, China.<br /><searchLink fieldCode="AU" term="%22Sun+TF%22">Sun TF</searchLink>; Pharmacological Research Institute, Shandong Academy of Chinese Medicine, Jinan City, Shandong Province, 250014, China.<br /><searchLink fieldCode="AU" term="%22Gao+Z%22">Gao Z</searchLink>; College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China.<br /><searchLink fieldCode="AU" term="%22Yu+HY%22">Yu HY</searchLink>; College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250355, China. 60020015@sdutcm.edu.cn.<br /><searchLink fieldCode="AU" term="%22Liang+XZ%22">Liang XZ</searchLink>; First college of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, 250014, China. 60170109@sdutcm.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22100968548%22">BMC geriatrics</searchLink> [BMC Geriatr] 2026 Apr 29; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Apr 29.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968548 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2318 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712318%22">14712318 </searchLink><i>NLM ISO Abbreviation: </i>BMC Geriatr <i>Subsets: </i>MEDLINE; In Process
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              Text: 2026 Apr 29
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              Y: 2026
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