One decade of biomedical problems using ICA: a full comparative study
Laurent Albera, Amar Kachenoura, Ahmad Karfoul, Pierre Comon, Lotfi Senhadji · 2009
Abstract — This communication aims at giving some insights into the use of Independent Component Anal-ysis (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.