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首页> The journals of gerontology. Series A, Biological sciences and medical sciences> Machine Learning in Aging: An Example of Developing Prediction Models for Serious Fall Injury in Older Adults.

Machine Learning in Aging: An Example of Developing Prediction Models for Serious Fall Injury in Older Adults.

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第一作者： Jaime Lynn,Speiser

第一单位： Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina.

作者： Jaime Lynn,Speiser ^[1] ; Kathryn E,Callahan ^[2] ; Denise K,Houston ^[2] ; Jason,Fanning ^[3] ; Thomas M,Gill ^[4] ; Jack M,Guralnik ^[5] ; Anne B,Newman ^[6] ; Marco,Pahor ^[7] ; W Jack,Rejeski ^[3] ; Michael E,Miller ^[1]

作者单位： Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina. ^[1] Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina. ^[2] Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina. ^[3] Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut. ^[4] Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore. ^[5] Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pennsylvania. ^[6] Department of Aging and Geriatric Research, University of Florida, Gainesville. ^[7]

关键词 Decision support tool Decision tree Prediction modeling Random forest

主题词意外跌倒(Accidental Falls);老年人(Aged);衰老(Aging);算法(Algorithms);决策支持技术(Decision Support Techniques);女(雌)性(Female);人类(Humans);男(雄)性(Male);预后(Prognosis);结果可重复性(Reproducibility of Results);创伤严重度指数(Trauma Severity Indices)

DOI 10.1093/gerona/glaa138

PMID 32498077

发布时间 2021-09-20

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The journals of gerontology. Series A, Biological sciences and medical sciences

The journals of gerontology. Series A, Biological sciences and medical sciences

2021年76卷4期

647-654页

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The journals of gerontology. Series A, Biological sciences and medical sciences

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The journals of gerontology. Series A, Biological sciences and medical sciences

2021年76卷4期

647-654页

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