Deep Neural Network-Based Video Processing to Obtain Dual-Task Upper-Extremity Motor Performance Toward Assessment of Cognitive and Motor Function

Deep Neural Network-Based Video Processing to Obtain Dual-Task Upper-Extremity Motor Performance Toward Assessment of Cognitive and Motor Function

Dementia is an increasing global health challenge. Motoric Cognitive Risk Syndrome (MCR) is a predementia stage that can be used to predict future occurrence of dementia. Traditionally, gait speed and subjective memory complaints are used to identify older adults with MCR. Our previous studies indic...

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Bibliographic Details
Main Authors: Zilong Liu, Changhong Wang, Guanzheng Liu, Bijan Najafi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Dementia
motoric cognitive risk syndrome
telehealth
tele-medicine
deep residual neural network
mobile health
Online Access:https://ieeexplore.ieee.org/document/9978749/

Internet

https://ieeexplore.ieee.org/document/9978749/

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