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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Detalhes bibliográficos

Principais autores:	Ghasem Akbari, Mohammad Nikkhoo, Lizhen Wang, Carl P. C. Chen, Der-Sheng Han, Yang-Hua Lin, Hung-Bin Chen, Chih-Hsiu Cheng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2021-06-01
coleção:	Sensors
Assuntos:	frailty level Kinect data machine learning feature extraction classification
Acesso em linha:	https://www.mdpi.com/1424-8220/21/12/4017
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