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Intelligent automatic sleep staging model based on CNN and LSTM

Since electroencephalogram (EEG) is a significant basis to treat and diagnose somnipathy, sleep electroencephalogram automatic staging methods play important role in the treatment and diagnosis of sleep disorders. Due to the characteristics of weak signals, EEG needs accurate and efficient algorithm...

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Detalles Bibliográficos
Autores principales: Zhuang, Lan, Dai, Minhui, Zhou, Yi, Sun, Lingyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9364961/
https://www.ncbi.nlm.nih.gov/pubmed/35968483
http://dx.doi.org/10.3389/fpubh.2022.946833