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Proceedings Paper

Fetal ECG extraction using independent component analysis by Jade approach
Author(s): Jader Giraldo-Guzmán; Sonia H. Contreras-Ortiz; Gloria Isabel Bautista Lasprilla; Marian Kotas
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Paper Abstract

Fetal ECG monitoring is a useful method to assess the fetus health and detect abnormal conditions. In this paper we propose an approach to extract fetal ECG from abdomen and chest signals using independent component analysis based on the joint approximate diagonalization of eigenmatrices approach. The JADE approach avoids redundancy, what reduces matrix dimension and computational costs. Signals were filtered with a high pass filter to eliminate low frequency noise. Several levels of decomposition were tested until the fetal ECG was recognized in one of the separated sources output. The proposed method shows fast and good performance.

Paper Details

Date Published: 17 November 2017
PDF: 6 pages
Proc. SPIE 10572, 13th International Conference on Medical Information Processing and Analysis, 105720V (17 November 2017); doi: 10.1117/12.2285962
Show Author Affiliations
Jader Giraldo-Guzmán, Univ. Tecnológica de Bolívar (Colombia)
Sonia H. Contreras-Ortiz, Univ. Tecnológica de Bolívar (Colombia)
Gloria Isabel Bautista Lasprilla, Univ. Tecnológica de Bolívar (Colombia)
Marian Kotas, Silesian Univ. of Technology (Poland)

Published in SPIE Proceedings Vol. 10572:
13th International Conference on Medical Information Processing and Analysis
Eduardo Romero; Natasha Lepore; Jorge Brieva; Juan David García, Editor(s)

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