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Biomedical Engineering / Biomedizinische Technik

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Volume 54, Issue 4 (Feb 2009)

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Volume 57 (2012)

Influence of gestational age on the effectiveness of spatial and temporal methods for the reconstruction of the fetal magnetocardiogram

Silvia Comani
  • 1Behavioral Imaging and Neural Dynamics (BIND) Center, University of Chieti-Pescara, Chieti, Italy and ITAB – Institute of Advanced Biomedical Technologies, University Foundation “G. D'Annunzio”, University of Chieti-Pescara, Chieti, Italy
/ Peter Van Leeuwen
  • 2Department of Biomagnetism, Grönemeyer Institute of Microtherapy, University of Witten/Herdecke, Bochum, Germany
/ Silke Lange
  • 3Department of Biomagnetism, Grönemeyer Institute of Microtherapy, University of Witten/Herdecke, Bochum, Germany
/ Daniel Geue
  • 4Department of Biomagnetism, Grönemeyer Institute of Microtherapy, University of Witten/Herdecke, Bochum, Germany
/ Dietrich Grönemeyer
  • 5Department of Biomagnetism, Grönemeyer Institute of Microtherapy, University of Witten/Herdecke, Bochum, Germany
Published Online: 2009-01-30 | DOI: https://doi.org/10.1515/BMT.2009.005

Abstract

Fetal magnetocardiography (fMCG) has been shown to augment fetal ultrasound evaluation for high-risk conditions, but the clinical utility of fMCG depends on the reliability of the cardiac traces reconstructed. We performed a methodological study to examine the influence of gestational age on the properties of the fetal magnetocardiograms extracted with two methods of signal reconstruction: the template matching technique (TMT), which extracts the maternal components from the signal using only temporal information, and independent component analysis (ICA), which separates the fetal signals by using information on the spatial distribution of the mixed source signals in addition to higher order temporal statistics. Efficiency and accuracy were evaluated in terms of fetal beat detection, signal characteristics, and duration of cardiac time intervals (CTIs) on the averaged traces. ICA outperformed TMT with regard to beat detection and signal-to-noise ratio. The timing of the heartbeats and the duration of the CTIs were essentially the same, whereas some alterations in signal morphology were observed in the ICA traces. We conclude that ICA may be useful in early gestation when the signals are noisy, while TMT may be preferred when accurate beat morphology is required for diagnostic purposes.

Keywords: biosignal processing; fetal magnetocardiography; independent component analysis (ICA); template matching technique (TMT)

About the article

Corresponding author: Prof. Silvia Comani, Behavioral Imaging and Neural Dynamics (BIND) Center, ITAB – Institute of Advanced Biomedical Technologies, University Foundation “G. D'Annunzio”, Chieti University, Via dei Vestini 33, 66013 Chieti, Italy Phone: +39-(0)871-3556901 Fax: +39-(0)871-3556930


Received: 2008-06-25

Accepted: 2008-09-29

Published Online: 2009-01-30

Published in Print: 2009-02-01



Citation Information: Biomedizinische Technik/Biomedical Engineering, ISSN (Online) 1862-278X, ISSN (Print) 0013-5585, DOI: https://doi.org/10.1515/BMT.2009.005. Export Citation

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[1]
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[2]
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