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DeepSleep convolutional neural network allows accurate and fast detection of sleep arousal

Sleep arousals are transient periods of wakefulness punctuated into sleep. Excessive sleep arousals are associated with symptoms such as sympathetic activation, non-restorative sleep, and daytime sleepiness. Currently, sleep arousals are mainly annotated by human experts through looking at 30-second...

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Detalles Bibliográficos
Autores principales: Li, Hongyang, Guan, Yuanfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7782826/
https://www.ncbi.nlm.nih.gov/pubmed/33398048
http://dx.doi.org/10.1038/s42003-020-01542-8