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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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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Shen, Huaming, Ran, Feng, Xu, Meihua, Guez, Allon, Li, Ang, Guo, Aiying
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2020
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Online toegang: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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