Sleep Stage Classification Using EEG Signal Analysis: A Comprehensive Survey and New Investigation

Sleep Stage Classification Using EEG Signal Analysis: A Comprehensive Survey and New Investigation

Sleep specialists often conduct manual sleep stage scoring by visually inspecting the patient’s neurophysiological signals collected at sleep labs. This is, generally, a very difficult, tedious and time-consuming task. The limitations of manual sleep stage scoring have escalated the demand for devel...

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Bibliographic Details
Main Authors: Khald Ali I. Aboalayon, Miad Faezipour, Wafaa S. Almuhammadi, Saeid Moslehpour
Format: Article
Language:English
Published: MDPI AG 2016-08-01
Series:Entropy
Subjects:
EEG
sleep stages
EEG sub-bands
machine learning algorithms
Butterworth band-pass filter
Online Access:http://www.mdpi.com/1099-4300/18/9/272

Internet

http://www.mdpi.com/1099-4300/18/9/272

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