Interpretable prediction models for disability in older adults with hypertension: the Chinese Longitudinal Healthy Longevity and Happy Family Study.

Yafei WuChaoyi XiangZongjie WangYa Fang

Published in: Psychogeriatrics : the official journal of the Japanese Psychogeriatric Society (2024)

Machine learning shows promise in screening out older adults at high risk of disability. Disability prevention strategies should specifically focus on older patients with unfortunate marriage, high BMI, and poor cognitive and psychological conditions.

Keyphrases

multiple sclerosis
machine learning
physical activity
community dwelling
blood pressure
middle aged
big data
body mass index
weight gain
cross sectional
sleep quality
deep learning