A review of signal processing techniques for non-invasive fetal electrocardiography

R Kahankova, R Martinek, R Jaros… - IEEE reviews in …, 2019 - ieeexplore.ieee.org
Fetal electrocardiography (fECG) is a promising alternative to cardiotocography continuous
fetal monitoring. Robust extraction of the fetal signal from the abdominal mixture of maternal …

Noninvasive fetal electrocardiography: an overview of the signal electrophysiological meaning, recording procedures, and processing techniques

A Agostinelli, M Grillo, A Biagini… - Annals of …, 2015 - Wiley Online Library
Background Noninvasive fetal electrocardiography (fECG), obtained positioning electrodes
on the maternal abdomen, is important in safeguarding the life and the health of the unborn …

Multichannel electrocardiogram decomposition using periodic component analysis

R Sameni, C Jutten… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
In this letter, we propose the application of the generalized eigenvalue decomposition for the
decomposition of multichannel electrocardiogram (ECG) recordings. The proposed method …

[HTML][HTML] Comparative effectiveness of ICA and PCA in extraction of fetal ECG from abdominal signals: Toward non-invasive fetal monitoring

R Martinek, R Kahankova, J Jezewski, R Jaros… - Frontiers in …, 2018 - frontiersin.org
Non-adaptive signal processing methods have been successfully applied to extract fetal
electrocardiograms (fECGs) from maternal abdominal electrocardiograms (aECGs); and …

[PDF][PDF] Multichannel ECG and noise modeling: Application to maternal and fetal ECG signals

R Sameni, GD Clifford, C Jutten… - EURASIP Journal on …, 2007 - Springer
A three-dimensional dynamic model of the electrical activity of the heart is presented. The
model is based on the single dipole model of the heart and is later related to the body …

[HTML][HTML] Non-invasive fetal monitoring: A maternal surface ECG electrode placement-based novel approach for optimization of adaptive filter control parameters using …

R Martinek, R Kahankova, H Nazeran, J Konecny… - Sensors, 2017 - mdpi.com
This paper is focused on the design, implementation and verification of a novel method for
the optimization of the control parameters (such as step size μ and filter order N) of LMS and …

Extraction of fetal electrocardiogram by combining deep learning and SVD-ICA-NMF methods

S Ziani, Y Farhaoui, M Moutaib - Big Data Mining and Analytics, 2023 - ieeexplore.ieee.org
This paper deals with detecting fetal electrocardiogram FECG signals from single-channel
abdominal lead. It is based on the Convolutional Neural Network (CNN) combined with …

Separation and analysis of fetal-ECG signals from compressed sensed abdominal ECG recordings

G Da Poian, R Bernardini… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Objective: Analysis of fetal electrocardiogram (f-ECG) waveforms as well as fetal heart-rate
(fHR) evaluation provide important information about the condition of the fetus during …

Enhancing fetal electrocardiogram classification: A hybrid approach incorporating multimodal data fusion and advanced deep learning models

S Ziani - Multimedia Tools and Applications, 2024 - Springer
The accurate identification of combined fetal and maternal electrocardiogram (ECG) signals
plays a crucial role in assessing the health and well-being of both the pregnant woman and …

[HTML][HTML] Extraction of fetal cardiac signals from an array of maternal abdominal recordings

R Sameni - 2008 - hal.science
Congenital heart defects are among the most common birth defects and the leading cause of
birth defect-related deaths. Most cardiac defects have some manifestation in the morphology …