Frailty Level Classification of the Community Elderly Using Microsoft Kinect-Based Skeleton Pose: A Machine Learning Approach

Frailty Level Classification of the Community Elderly Using Microsoft Kinect-Based Skeleton Pose: A Machine Learning Approach

Frailty is one of the most important geriatric syndromes, which can be associated with increased risk for incident disability and hospitalization. Developing a real-time classification model of elderly frailty level could be beneficial for designing a clinical predictive assessment tool. Hence, the...

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Bibliographic Details
Main Authors: Ghasem Akbari, Mohammad Nikkhoo, Lizhen Wang, Carl P. C. Chen, Der-Sheng Han, Yang-Hua Lin, Hung-Bin Chen, Chih-Hsiu Cheng
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
frailty level
Kinect data
machine learning
feature extraction
classification
Online Access:https://www.mdpi.com/1424-8220/21/12/4017

Internet

https://www.mdpi.com/1424-8220/21/12/4017

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