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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 ; Martins da Silva, A. Ruggiero, C. , eds.


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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