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

Texeira, A. R., Tomé, A. M., Lang, Elmar, 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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Item type:Book section
Date:2006
Institutions:Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang
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http://www.actapress.com/Abstract.aspx?paperId=23423Publisher
Keywords:Singular spectrum analysis, artifacts removal, Electroen cephalogram, Electrooculogram
Dewey Decimal Classification:500 Science > 570 Life sciences
Status:Published
Refereed:Unknown
Created at the University of Regensburg:Unknown
Item ID:16976
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