One decade of biomedical problems using ICA: a full comparative study

Abstract : This communication aims at giving some insights into the use of Independent Component Analysis (ICA) for solving biomedical problems. First the concept of ICA is reviewed and different classes of ICA methods are described. Next a survey on most encountered biomedical problems solved using ICA is detailed. Finally a comparative performance study of thirteen ICA algorithms is performed on biomedical signals.
Type de document :
Communication dans un congrès
Dössel, Olaf; Schlegel, Wolfgang C. World congress on Medical Physics and Biomedical Engineering, Sep 2009, Munchen, Germany. Springer, 25, pp.2269-2272, 2009, IFMBE Proceedings
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https://hal.archives-ouvertes.fr/hal-00435951
Contributeur : Pierre Comon <>
Soumis le : mercredi 25 novembre 2009 - 14:32:32
Dernière modification le : vendredi 21 octobre 2016 - 01:41:04
Document(s) archivé(s) le : jeudi 17 juin 2010 - 22:00:58

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AlbeKKCS09-WCv7.pdf
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  • HAL Id : hal-00435951, version 1

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Laurent Albera, Amar Kachenoura, Ahmad Karfoul, Pierre Comon, Lotfi Senhadji. One decade of biomedical problems using ICA: a full comparative study. Dössel, Olaf; Schlegel, Wolfgang C. World congress on Medical Physics and Biomedical Engineering, Sep 2009, Munchen, Germany. Springer, 25, pp.2269-2272, 2009, IFMBE Proceedings. <hal-00435951>

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