Extraction of fetal ECG from abdominal and thorax ECG using a non-causal adaptive filter architecture

E Dhas, M Suchetha - IEEE Transactions on Biomedical Circuits …, 2022 - ieeexplore.ieee.org
Extracting the Electrocardiogram (ECG) of a fetus from the ECG signal of the maternal
abdomen is a challenging task due to different artifacts. The paper proposes a-tap non …

A dual attention-based autoencoder model for fetal ECG extraction from abdominal signals

H Ghonchi, V Abolghasemi - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Fetal electrocardiogram (FECG) signals contain important information about the conditions
of the fetus during pregnancy. Currently, pure FECG signals can only be obtained through …

Non-invasive Single Channel integration model for fetal ECG extraction and sustainable fetal healthcare using wavelet framework

R Singh, N Rajpal, R Mehta - Multimedia Tools and Applications, 2023 - Springer
A retrospective aspect of prenatal complexities during pregnancy and advancements in
technology shows the need for unscathed fetal ECG extraction from a single mother …

Detection of fetal cardiac anomaly from composite abdominal electrocardiogram

M Anisha, SS Kumar, EE Nithila, M Benisha - Biomedical Signal Processing …, 2021 - Elsevier
Detecting the presence of fetal cardiac anomaly from Fetal Electrocardiogram (FECG) is
intricate and challenging, but it is vital to know the health status of the fetus. This paper …

Detection of fetal arrhythmia by adaptive single channel electrocardiogram extraction

M Suganthy, SI Joy, P Anandan - Physical and Engineering Sciences in …, 2021 - Springer
Fetal arrhythmia, the abnormal heartbeat of a fetus is broadly classified as tachy arrhythmia
(too fast> 160 beats/min) and brady arrhythmia (too slow< 120 beats/min). Detection of this …

Fetal ECG extraction and QRS detection using advanced adaptive filtering-based signal decomposition and peak threshold technique from abdominal ECG signals

J Jebastine - Circuits, Systems, and Signal Processing, 2023 - Springer
The noninvasive fetal electrocardiography monitoring system consists of composite signals
such as maternal ECG (MECG) and fetal ECG (FECG) acquired from abdominal ECG …

Nature inspired method for noninvasive fetal ECG extraction

A Raj, J Brablik, R Kahankova, R Jaros, K Barnova… - Scientific Reports, 2022 - nature.com
This paper introduces a novel algorithm for effective and accurate extraction of non-invasive
fetal electrocardiogram (NI-fECG). In NI-fECG based monitoring, the useful signal is …

Fetal ECG extraction from sparse representation of multichannel abdominal recordings

P Tavoosi, F Haghi, P Zarjam, G Azemi - Circuits, Systems, and Signal …, 2022 - Springer
Noninvasive extraction of fetal electrocardiogram (ECG) from maternal abdominal
recordings is quite challenging as such signals are often corrupted by signals from other …

Template subtraction based methods for non-invasive fetal electrocardiography extraction

R Jaros, E Tomicova, R Martinek - Scientific Reports, 2024 - nature.com
Assessment of fetal heart rate (fHR) through non-invasive fetal electrocardiogram (fECG) is
challenging task. This study compares the performance of five template subtraction (TS) …

Time series clustering based on relationship network and community detection

H Li, T Du, X Wan - Expert Systems with Applications, 2023 - Elsevier
Clustering is a fundamental part in data mining. Recent years have gone up in research on
related fields owing to the widespread existence of time series in various fields. To describe …