Construction of a predictive model for cognitive impairment among older adults in Northwest China

Construction of a predictive model for cognitive impairment among older adults in Northwest China

BackgroundCognitive impairment is most common in older adults and seriously affects their quality of life. Early prediction of cognitive impairment could be beneficial for identifying vulnerable individuals and planning primary and secondary prevention to reduce the incidence of cognitive impairment...

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Bibliographic Details
Main Authors: Yu Wang, Ni Wang, Yanjie Zhao, Xiaoyan Wang, Yuqin Nie, Liping Ding
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Aging Neuroscience
Subjects:
cognitive impairment
older adults in Northwest China
random forest algorithm
multivariate logistic regression model
predictive model
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2025.1487838/full
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