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Automatic Human Sleep Stage Scoring Using Deep Neural Networks

The classification of sleep stages is the first and an important step in the quantitative analysis of polysomnographic recordings. Sleep stage scoring relies heavily on visual pattern recognition by a human expert and is time consuming and subjective. Thus, there is a need for automatic classificati...

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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Malafeev, Alexander, Laptev, Dmitry, Bauer, Stefan, Omlin, Ximena, Wierzbicka, Aleksandra, Wichniak, Adam, Jernajczyk, Wojciech, Riener, Robert, Buhmann, Joachim, Achermann, Peter
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6232272/
https://ncbi.nlm.nih.gov/pubmed/30459544
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00781
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