Machine learning-based prediction model for fall risk among individuals with arthritis in China: an analysis using the China Health and Retirement Longitudinal Study (CHARLS) database.

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Title: Machine learning-based prediction model for fall risk among individuals with arthritis in China: an analysis using the China Health and Retirement Longitudinal Study (CHARLS) database.
Authors: Xiao M; Department of Gerontology, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, 401320, China., Tan T; Department of Gerontology, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, 401320, China., Liu M; Department of Traditional Chinese Medicine, Chongqing University Fuling Hospital, Chongqing University, Chongqing, 408000, China. lium_fuling@163.com.; School of Medicine, Chongqing University, Chongqing, 400030, China. lium_fuling@163.com.
Source: Journal of health, population, and nutrition [J Health Popul Nutr] 2026 Mar 10; Vol. 45 (1). Date of Electronic Publication: 2026 Mar 10.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: Bangladesh NLM ID: 100959228 Publication Model: Electronic Cited Medium: Internet ISSN: 2072-1315 (Electronic) Linking ISSN: 16060997 NLM ISO Abbreviation: J Health Popul Nutr Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Xiao+M%22">Xiao M</searchLink>; Department of Gerontology, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, 401320, China.<br /><searchLink fieldCode="AU" term="%22Tan+T%22">Tan T</searchLink>; Department of Gerontology, Affiliated Banan Hospital of Chongqing Medical University, Chongqing, 401320, China.<br /><searchLink fieldCode="AU" term="%22Liu+M%22">Liu M</searchLink>; Department of Traditional Chinese Medicine, Chongqing University Fuling Hospital, Chongqing University, Chongqing, 408000, China. lium_fuling@163.com.; School of Medicine, Chongqing University, Chongqing, 400030, China. lium_fuling@163.com.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>Bangladesh <i>NLM ID: </i>100959228 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2072-1315 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216060997%22">16060997 </searchLink><i>NLM ISO Abbreviation: </i>J Health Popul Nutr <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s41043-026-01283-0
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      – Code: eng
        Text: English
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      – TitleFull: Machine learning-based prediction model for fall risk among individuals with arthritis in China: an analysis using the China Health and Retirement Longitudinal Study (CHARLS) database.
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            NameFull: Xiao M
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            NameFull: Tan T
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            NameFull: Liu M
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            – D: 10
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              Text: 2026 Mar 10
              Type: published
              Y: 2026
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