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Automatic Sleep Staging Algorithm Based on Time Attention Mechanism

The most important part of sleep quality assessment is the automatic classification of sleep stages. Sleep staging is helpful in the diagnosis of sleep-related diseases. This study proposes an automatic sleep staging algorithm based on the time attention mechanism. Time-frequency and non-linear feat...

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Detalles Bibliográficos
Autores principales: Feng, Li-Xiao, Li, Xin, Wang, Hong-Yu, Zheng, Wen-Yin, Zhang, Yong-Qing, Gao, Dong-Rui, Wang, Man-Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8416031/
https://www.ncbi.nlm.nih.gov/pubmed/34483864
http://dx.doi.org/10.3389/fnhum.2021.692054