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Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients

Texeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, Peter and Martins da Silva, A. (2006) Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim, pp. 270-275. ISBN 0-88986-576-0.

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Abstract

Electroencephalogram (EEG) recordings are often dis torted by high-amplitude artifacts which hamper its correct visual inspection. In this work we present a method which can be applied separately to each channel to extract high amplitude components. The method is called local singu lar spectrum analysis (SSA) and is a principal component analysis in clusters formed after embedding the signals in ...

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Export bibliographical data

Item Type:Book Section
Date:2006
Institutions:Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang
Related URLs:
URLURL Type
http://www.actapress.com/Abstract.aspx?paperId=23423Publisher
Keywords:Singular spectrum analysis, artifacts removal, Electroen cephalogram, Electrooculogram
Subjects:500 Science > 570 Life sciences
Status:Published
Refereed:Unknown
Created at the University of Regensburg:Unknown
Owner: Gertraud Kellers
Deposited On:12 Oct 2010 09:31
Last Modified:12 Oct 2010 09:31
Item ID:16976
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