In:
Advances in Adaptive Data Analysis, World Scientific Pub Co Pte Ltd, Vol. 02, No. 02 ( 2010-04), p. 267-276
Abstract:
An automatic sleep staging method is proposed to score wakefulness and three nonrapid eye movement (NREM) stages S1, S2 and S3, based on the Empirical Mode Decomposition (EMD) algorithm. Patients with sleep disorders were tested using this method. Good agreements between manual and automatic staging results were achieved in terms of their Cohen's Kappa value.
Type of Medium:
Online Resource
ISSN:
1793-5369
,
1793-7175
DOI:
10.1142/S1793536910000483
Language:
English
Publisher:
World Scientific Pub Co Pte Ltd
Publication Date:
2010
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