Prediction of Decline in Global Cognitive Function Using Machine Learning with Feature Ranking of Gait and Physical Fitness Outcomes in Older Adults

Prediction of Decline in Global Cognitive Function Using Machine Learning with Feature Ranking of Gait and Physical Fitness Outcomes in Older Adults

Gait and physical fitness are related to cognitive function. A decrease in motor function and physical fitness can serve as an indicator of declining global cognitive function in older adults. This study aims to use machine learning (ML) to identify important features of gait and physical fitness to...

Full description

Saved in:
Bibliographic Details
Main Authors: Byungjoo Noh, Hyemin Yoon, Changhong Youm, Sangjin Kim, Myeounggon Lee, Hwayoung Park, Bohyun Kim, Hyejin Choi, Yoonjae Noh
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
aging
gait analysis
physical fitness
dementia
machine learning
inertial measurement unit
Medicine
R
Online Access:https://doaj.org/article/8d69453aeec14f33b43ab99b67f29faa
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doaj.org/article/8d69453aeec14f33b43ab99b67f29faa

Similar Items