Machine learning-based gait analysis to predict clinical frailty scale in elderly patients with heart failure.

Yoshifumi MizuguchiMotoki NakaoToshiyuki NagaiYuki TakahashiTakahiro AbeShigeo KakinokiShogo ImagawaKenichi MatsutaniTakahiko SaitoMasashige TakahashiYoshiya KatoHirokazu KomoriyamaHikaru HagiwaraKenji HirataTakahiro OgawaTakuto ShimizuManabu OtsuKunihiro ChiyoToshihisa Anzai

Published in: European heart journal. Digital health (2023)

Machine learning-based algorithms of automatically CFS rating are feasible, and the predicted CFS is associated with the risk of all-cause death in elderly patients with HF.

Keyphrases

machine learning
community dwelling
artificial intelligence
middle aged
big data
deep learning