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Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals

The categorization of sleep stages helps to diagnose different sleep-related ailments. In this paper, an entropy-based information–theoretic approach is introduced for the automated categorization of sleep stages using multi-channel electroencephalogram (EEG) signals. This approach comprises of thre...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Tripathy, Rajesh Kumar, Ghosh, Samit Kumar, Gajbhiye, Pranjali, Acharya, U. Rajendra
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597285/
https://ncbi.nlm.nih.gov/pubmed/33286910
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22101141
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