Dynamic relations between longitudinal morphological, behavioral, and emotional indicators and cognitive impairment: evidence from the Chinese Longitudinal Healthy Longevity Survey

Dynamic relations between longitudinal morphological, behavioral, and emotional indicators and cognitive impairment: evidence from the Chinese Longitudinal Healthy Longevity Survey

Abstract Background We aimed to assess the effects of body mass index (BMI), activities of daily living (ADL), and subjective well-being (SWB) on cognitive impairment and propose dynamic risk prediction models for aging cognitive decline. Methods We leveraged the Chinese Longitudinal Healthy Longevi...

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Bibliographic Details
Main Authors: Jianle Sun, Luojia Deng, Qianwen Li, Jie Zhou, Yue Zhang
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Public Health
Subjects:
Aging cognitive impairment
Dynamic risk prediction
Bayesian joint model
Deep survival model
Longitudinal causal inference
Body mass index
Online Access:https://doi.org/10.1186/s12889-024-21072-w
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https://doi.org/10.1186/s12889-024-21072-w

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