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An Automatic Sleep Stage Classification Algorithm Using Improved Model Based Essence Features

The automatic sleep stage classification technique can facilitate the diagnosis of sleep disorders and release the medical expert from labor-consumption work. In this paper, novel improved model based essence features (IMBEFs) were proposed combining locality energy (LE) and dual state space models...

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Detalles Bibliográficos
Publicado en:Sensors (Basel)
Main Authors: Shen, Huaming, Ran, Feng, Xu, Meihua, Guez, Allon, Li, Ang, Guo, Aiying
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7506989/
https://ncbi.nlm.nih.gov/pubmed/32825024
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20174677
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