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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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Podrobná bibliografie
Vydáno v:Sensors (Basel)
Hlavní autoři: Shen, Huaming, Ran, Feng, Xu, Meihua, Guez, Allon, Li, Ang, Guo, Aiying
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
Témata:
On-line přístup: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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