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Automatic Detection of Microsleep Episodes With Deep Learning

Brief fragments of sleep shorter than 15 s are defined as microsleep episodes (MSEs), often subjectively perceived as sleepiness. Their main characteristic is a slowing in frequency in the electroencephalogram (EEG), similar to stage N1 sleep according to standard criteria. The maintenance of wakefu...

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Detalles Bibliográficos
Autores principales: Malafeev, Alexander, Hertig-Godeschalk, Anneke, Schreier, David R., Skorucak, Jelena, Mathis, Johannes, Achermann, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024556/
https://www.ncbi.nlm.nih.gov/pubmed/33841068
http://dx.doi.org/10.3389/fnins.2021.564098