Massage Therapy’s Effectiveness on the Decoding EEG Rhythms of Left/Right Motor Imagery and Motion Execution in Patients With Skeletal Muscle Pain

Massage Therapy’s Effectiveness on the Decoding EEG Rhythms of Left/Right Motor Imagery and Motion Execution in Patients With Skeletal Muscle Pain

Objective: Most of effectiveness assessments of the widely-used Massage therapy were based on subjective routine clinical assessment tools, such as Visual Analogue Scale (VAS) score. However, few studies demonstrated the impact of massage on the Electroencephalograph (EEG) rhythm decoding of Motor i...

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Bibliographic Details
Main Authors: Huihui Li, Kai Fan, Junsong Ma, Bo Wang, Xiaohao Qiao, Yan Yan, Wenjing Du, Lei Wang
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Motor imagery (MI)
motion execution (ME)
electroencephalograph (EEG)
classification
convolutional neural networks (CNN)
attention-based bi-directional long short-term memory (BiLSTM)
Computer applications to medicine. Medical informatics
R858-859.7
Medical technology
R855-855.5
Online Access:https://doaj.org/article/73b19cae11354b3b8a3ff05cafd77dae
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