Effectiveness of a Hybrid Exercise Program on the Physical Abilities of Frail Elderly and Explainable Artificial-Intelligence-Based Clinical Assistance.

Deyu MengHongzhi GuoSiyu LiangZhibo TianRan WangGuang YangZiheng Wang

Published in: International journal of environmental research and public health (2022)

A hybrid exercise program consisting of eight-form Tai Chi and strength and endurance exercises can more effectively improve physical fitness and reduce frailty among the elderly. It is possible to predict whether an elderly person will reverse frailty following an exercise program based on the stacking model.

Keyphrases

community dwelling
artificial intelligence
high intensity
resistance training
physical activity
middle aged
machine learning
quality improvement
big data
deep learning
body composition
randomized controlled trial
mental health