A comprehensive survey on signal processing and machine learning techniques for non-invasive fetal ECG extraction
JDK Abel, S Dhanalakshmi, R Kumar - Multimedia Tools and Applications, 2023 - Springer
Despite the rapid growth in the area of adult ECG signal processing and monitoring systems,
the morphological analysis of fetal ECG signals lags farther behind and demands much …
the morphological analysis of fetal ECG signals lags farther behind and demands much …
Fetal ECG extraction from sparse representation of multichannel abdominal recordings
Noninvasive extraction of fetal electrocardiogram (ECG) from maternal abdominal
recordings is quite challenging as such signals are often corrupted by signals from other …
recordings is quite challenging as such signals are often corrupted by signals from other …
Comparative effectiveness of ICA and PCA in extraction of fetal ECG from abdominal signals: Toward non-invasive fetal monitoring
Non-adaptive signal processing methods have been successfully applied to extract fetal
electrocardiograms (fECGs) from maternal abdominal electrocardiograms (aECGs); and …
electrocardiograms (fECGs) from maternal abdominal electrocardiograms (aECGs); and …
Isolation of fetal ECG signals from abdominal ECG using wavelet analysis
YS Alshebly, M Nafea - Irbm, 2020 - Elsevier
Objective Monitoring the heartbeat of the fetus during pregnancy is a vital part in determining
their health. Current fetal heart monitoring techniques lack the accuracy in fetal heart rate …
their health. Current fetal heart monitoring techniques lack the accuracy in fetal heart rate …
A survey on FECG extraction using neural network and adaptive filter
A Mohammed Kaleem, RD Kokate - Soft Computing, 2021 - Springer
The principal source of the fetal electrocardiogram (FECG) signal valuation is noted for
scientific examination and also related to biomedical applications. A great requirement in …
scientific examination and also related to biomedical applications. A great requirement in …
Investigation of methods to extract fetal electrocardiogram from the mother's abdominal signal in practical scenarios
Monitoring of fetal electrocardiogram (fECG) would provide useful information about fetal
wellbeing as well as any abnormal development during pregnancy. Recent advances in …
wellbeing as well as any abnormal development during pregnancy. Recent advances in …
[HTML][HTML] A PCA/ICA based fetal ECG extraction from mother abdominal recordings by means of a novel data-driven approach to fetal ECG quality assessment
AK Rahmati, SK Setarehdan… - Journal of biomedical …, 2017 - ncbi.nlm.nih.gov
Background: Fetal electrocardiography is a developing field that provides valuable
information on the fetal health during pregnancy. By early diagnosis and treatment of fetal …
information on the fetal health during pregnancy. By early diagnosis and treatment of fetal …
Fetal ECG extraction from time-varying and low-rank noninvasive maternal abdominal recordings
F Jamshidian-Tehrani, R Sameni - Physiological measurement, 2018 - iopscience.iop.org
Objective: Noninvasive fetal electrocardiography is emerging as a low-cost and high-
accuracy technology for fetal cardiac monitoring. Signal processing techniques have been …
accuracy technology for fetal cardiac monitoring. Signal processing techniques have been …
A novel technique for fetal ECG extraction using single-channel abdominal recording
Non-invasive fetal electrocardiograms (FECGs) are an alternative method to standard
means of fetal monitoring which permit long-term continual monitoring. However, in …
means of fetal monitoring which permit long-term continual monitoring. However, in …
A comparison of single channel fetal ECG extraction methods
The abdominal electrocardiogram (ECG) provides a non-invasive method for monitoring the
fetal cardiac activity in pregnant women. However, the temporal and frequency overlap …
fetal cardiac activity in pregnant women. However, the temporal and frequency overlap …