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Communication Dans Un Congrès Année : 2009

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

Résumé

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.
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Dates et versions

hal-00435951 , version 1 (25-11-2009)

Identifiants

  • 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. World congress on Medical Physics and Biomedical Engineering, Sep 2009, Munchen, Germany. pp.2269-2272. ⟨hal-00435951⟩
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