Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study

Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study

For stroke patients with hemiplegia, reaching with the paretic arm is often associated with compensatory movements due to limited active arm movement and a loss of interjoint coordination. Detecting common compensatory movement patterns, such as excessive trunk displacement and scapular elevation, i...

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Bibliographic Details
Main Authors: Siqi Cai, Guofeng Li, Shuangyuan Huang, Haiqing Zheng, Longhan Xie
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Compensation detection
machine learning
classification
pressure measurement
Online Access:https://ieeexplore.ieee.org/document/8736746/

Internet

https://ieeexplore.ieee.org/document/8736746/

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