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Independent Component Analysis and Decision Trees for ECG Holter Recording De-Noising

We have developed a method focusing on ECG signal de-noising using Independent component analysis (ICA). This approach combines JADE source separation and binary decision tree for identification and subsequent ECG noise removal. In order to to test the efficiency of this method comparison to standar...

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Detalles Bibliográficos
Autores principales: Kuzilek, Jakub, Kremen, Vaclav, Soucek, Filip, Lhotska, Lenka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4048160/
https://www.ncbi.nlm.nih.gov/pubmed/24905359
http://dx.doi.org/10.1371/journal.pone.0098450