Automated assessment of balance: A neural network approach based on large-scale balance function data

Automated assessment of balance: A neural network approach based on large-scale balance function data

Balance impairment (BI) is an important cause of falls in the elderly. However, the existing balance estimation system needs to measure a large number of items to obtain the balance score and balance level, which is less efficient and redundant. In this context, we aim at building a model to automat...

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Bibliographic Details
Main Authors: Jingsong Wu, Yang Li, Lianhua Yin, Youze He, Tiecheng Wu, Chendong Ruan, Xidian Li, Jianhuang Wu, Jing Tao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Public Health
Subjects:
neural networks
machine learning
feature selection
balance
automated assessment
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2022.882811/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2022.882811/full

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