17 November 2017 Fetal ECG extraction using independent component analysis by Jade approach
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Proceedings Volume 10572, 13th International Conference on Medical Information Processing and Analysis; 105720V (2017) https://doi.org/10.1117/12.2285962
Event: 13th International Symposium on Medical Information Processing and Analysis, 2017, San Andres Island, Colombia
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.
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Jader Giraldo-Guzmán, Jader Giraldo-Guzmán, Sonia H. Contreras-Ortiz, Sonia H. Contreras-Ortiz, Gloria Isabel Bautista Lasprilla, Gloria Isabel Bautista Lasprilla, Marian Kotas, Marian Kotas, } "Fetal ECG extraction using independent component analysis by Jade approach", Proc. SPIE 10572, 13th International Conference on Medical Information Processing and Analysis, 105720V (17 November 2017); doi: 10.1117/12.2285962; https://doi.org/10.1117/12.2285962
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