Automatic sleep staging: a computer assisted approach for optimal combination of features and polysomnographic channels

To improve applicability of automatic sleep staging an efficient subject-independent method is proposed with application in sleep–wake detection and in multiclass sleep staging (awake, non-rapid eye movement (NREM) sleep and rapid eye movement (REM) sleep). In turn, NREM is further divided into thre...

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Bibliographic Details
Main Author: Khalighi, Sirvan (author)
Other Authors: Sousa, Teresa (author), Pires, Gabriel (author), Nunes, Urbano (author)
Format: article
Language:eng
Published: 2013
Subjects:
Automatic sleep staging
The maximum overlap discrete wavelet transform
Polysomnographic signals
Features selection
Sleep dataset
Online Access:http://hdl.handle.net/10316/27275
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/27275

Internet

http://hdl.handle.net/10316/27275

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