Prioritizing determinants of cognitive function in healthy middle-aged and older adults: insights from a machine learning regression approach in the Canadian longitudinal study on aging

Prioritizing determinants of cognitive function in healthy middle-aged and older adults: insights from a machine learning regression approach in the Canadian longitudinal study on aging

IntroductionThe preservation of healthy cognitive function is a crucial step toward reducing the growing burden of cognitive decline and impairment. Our study aims to identify the characteristics of an individual that play the greatest roles in determining healthy cognitive function in mid to late l...

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Bibliographic Details
Main Authors: Sarah Singh, Shiran Zhong, Kem Rogers, Vladimir Hachinski, Stephanie Frisbee
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Public Health
Subjects:
cognitive function
determinants of health
dementia prevention
machine learning
CLSA
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2023.1290064/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2023.1290064/full

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