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Computer program for automated sleep depth estimation.

Authors :
Saastamoinen A
Huupponen E
Värri A
Hasan J
Himanen SL
Source :
Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2006 Apr; Vol. 82 (1), pp. 58-66. Date of Electronic Publication: 2006 Mar 15.
Publication Year :
2006

Abstract

In this article, we present a new implementation of an amplitude-independent method for continuous-scale sleep depth estimation. Having been implemented as an add-on analysis module under commercially available biosignal recording and analysis software, it can be easily applied in clinical routine. The software gives the user full freedom to change all the analysis parameters inside theoretical limits. Computational sleep depth profiles produced by the presented software compare favourably with visual classifications. Future work will concentrate on systematic optimization of analysis parameters, further evaluation of the method with disturbed sleep and application of the method for automated adaptive sleep analysis.

Details

Language :
English
ISSN :
0169-2607
Volume :
82
Issue :
1
Database :
MEDLINE
Journal :
Computer methods and programs in biomedicine
Publication Type :
Academic Journal
Accession number :
16540197
Full Text :
https://doi.org/10.1016/j.cmpb.2006.02.003