A novel approach to fetal ECG extraction and enhancement using blind source separation (BSS-ICA) and adaptive fetal ECG enhancer (AFE)

A Gupta, MC Srivastava… - 2007 6th International …, 2007 - ieeexplore.ieee.org
Eight out of one thousand born live infants have some form of heart defect, making it the
single most common class of congenital abnormalities. Identification of these cases during …

Fetal electrocardiogram R-peak detection using robust tensor decomposition and extended Kalman filtering

M Akhbari, M Niknazar, C Jutten… - … in Cardiology 2013, 2013 - ieeexplore.ieee.org
In this paper, we propose an efficient method for R-peak detection in noninvasive fetal
electrocardiogram (ECG) signals which are acquired from multiple electrodes on mother's …

Sequential total variation denoising for the extraction of fetal ECG from single-channel maternal abdominal ECG

KJ Lee, B Lee - Sensors, 2016 - mdpi.com
Fetal heart rate (FHR) is an important determinant of fetal health. Cardiotocography (CTG) is
widely used for measuring the FHR in the clinical field. However, fetal movement and blood …

A novel fetal ECG signal extraction from maternal ECG signal using conditional generative adversarial networks (CGAN)

M Senthil Vadivu, G Kavithaa - Journal of Intelligent & Fuzzy …, 2022 - content.iospress.com
Fetal Electrocardiogram (ECG) signal extraction from non-invasive abdominal ECG signal is
one of the important clinical practices followed to observe the fetal health state. Information …

Extraction of fetal electrocardiogram using recursive least squares and normalized least mean squares algorithms

S Liu, D Liu, J Zhang, Y Zeng - 2011 3rd international …, 2011 - ieeexplore.ieee.org
This paper addresses the problem of fetal electrocardiogram (FECG) extraction using
recursive least squares (RLS) and normalized least mean squares (NLMS) adaptive …

[图书][B] Non-invasive FECG extraction from a set of abdominal sensors

J Behar, J Oster, GD Clifford - 2013 - ieeexplore.ieee.org
Introduction: Despite significant advances in adult clinical electrocardiography (ECG) signal
processing techniques and the power of digital processors, the analysis of non-invasive …

An online subspace denoising algorithm for maternal ECG removal from fetal ECG signals

M Fatemi, R Sameni - Iranian Journal of Science and Technology …, 2017 - Springer
Noninvasive extraction of the fetal electrocardiogram (fECG) from multichannel maternal
abdomen recordings is an emerging technology used for fetal cardiac monitoring and …

Blind adaptive filtering for non-invasive extraction of the fetal electrocardiogram and its non-stationarities

D Graupe, MH Graupe, Y Zhong… - Proceedings of the …, 2008 - journals.sagepub.com
The objective is to extract automatically a beat-to-beat fetal electrocardiogram (fECG) from a
maternal electrocardiogram (mECG) using surface electrodes placed on the maternal …

Fast ICA based technique for non-invasive fetal ECG extraction

S Nikam, S Deosarkar - 2016 Conference on Advances in …, 2016 - ieeexplore.ieee.org
An electrocardiogram (ECG) plays an important role in the diagnosis process and providing
information regarding heart diseases, monitoring ECG signal has high clinical significance …

Fetal ECG extraction from maternal ECG using attention-based CycleGAN

MR Mohebbian, SS Vedaei, KA Wahid… - IEEE journal of …, 2021 - ieeexplore.ieee.org
A non-invasive fetal electrocardiogram (FECG) is used to monitor the electrical pulse of the
fetal heart. Decomposing the FECG signal from the maternal ECG (MECG) is a blind source …