A convolutional neural network for sleep stage scoring from raw single-channel EEG

Author:

Sors Arnaud,Bonnet Stéphane,Mirek Sébastien,Vercueil Laurent,Payen Jean-François

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference44 articles.

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2. AASM Manual for the Scoring of Sleep and Associated Events;Berry,2012

3. Scoring accuracy of automated sleep staging from a bipolar electroocular recording compared to manual scoring by multiple raters;Stepnowsky;Sleep Med.,2013

4. Evaluation of an automated single-channel sleep staging algorithm;Wang;Nat. Sci. Sleep,2015

5. Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal;Radha;Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014,2014

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