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Removal of EMG Artifacts from Multichannel EEG Signals Using Combined Singular Spectrum Analysis and Canonical Correlation Analysis

Electroencephalography (EEG) signals collected from human scalps are often polluted by diverse artifacts, for instance electromyogram (EMG), electrooculogram (EOG), and electrocardiogram (ECG) artifacts. Muscle artifacts are particularly difficult to eliminate among all kinds of artifacts due to the...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:J Healthc Eng
Main Authors: Liu, Qingze, Liu, Aiping, Zhang, Xu, Chen, Xiang, Qian, Ruobing, Chen, Xun
Format: Artigo
Jezik:Inglês
Izdano: Hindawi 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6955116/
https://ncbi.nlm.nih.gov/pubmed/31976053
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/4159676
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