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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Detalhes bibliográficos
Publicado no:J Healthc Eng
Main Authors: Liu, Qingze, Liu, Aiping, Zhang, Xu, Chen, Xiang, Qian, Ruobing, Chen, Xun
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2019
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Research Article
Acesso em linha: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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