Multimodal heart beat detection using signal quality indices

AEW Johnson, J Behar, F Andreotti… - Physiological …, 2015 - iopscience.iop.org
The electrocardiogram (ECG) is a well studied signal from which many clinically relevant
parameters can be derived, such as heart rate. A key component in the estimation of these …

Optimization of adaptive filter control parameters for non-invasive fetal electrocardiogram extraction

R Kahankova, M Mikolasova, R Martinek - PloS one, 2022 - journals.plos.org
This paper is focused on the design, implementation and verification of a novel method for
the optimization of the control parameters of different hybrid systems used for non-invasive …

Joint time-frequency analysis and non-linear estimation for fetal ECG extraction

AJD Krupa, S Dhanalakshmi, R Kumar - Biomedical Signal Processing and …, 2022 - Elsevier
This paper proposes a novel algorithm based on joint time–frequency analysis for extracting
the fetal ECG using single-channel abdominal ECG. Stockwell transform is the time …

[HTML][HTML] System for adaptive extraction of non-invasive fetal electrocardiogram

K Barnova, R Martinek, R Jaros, R Kahankova… - Applied Soft …, 2021 - Elsevier
This study aimed to find the most suitable combination of adaptive and non-adaptive
methods for extraction of non-invasive fetal electrocardiogram (NI-fECG) using signals …

Fetal electrocardiography extraction with residual convolutional encoder–decoder networks

W Zhong, L Liao, X Guo, G Wang - Australasian physical & engineering …, 2019 - Springer
In the context of fetal monitoring, non-invasive fetal electrocardiography is an alternative
approach to the traditional Doppler ultrasound technique. However, separating the fetal …

Correlation-aware attention CycleGAN for accurate fetal ECG extraction

X Wang, Z He, Z Lin, Y Han, W Su… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The fetal electrocardiogram (FECG) is of great significance for fetal monitoring during
peripartum and intrapartum. However, it is difficult to extract FECG signals from the …

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 …

An improved parallel sub-filter adaptive noise canceler for the extraction of fetal ECG

A Jaba Deva Krupa, S Dhanalakshmi - Biomedical Engineering …, 2021 - degruyter.com
Non-invasive extraction of fetal electrocardiogram (FECG) by processing the abdominal
signals is emerging as a promising approach in the areas of obstetrics and gynecology. This …

AECG-DecompNet: abdominal ECG signal decomposition through deep-learning model

A Rasti-Meymandi, A Ghaffari - Physiological Measurement, 2021 - iopscience.iop.org
Objective. The accurate decomposition of a mother's abdominal electrocardiogram (AECG)
to extract the fetal ECG (FECG) is a primary step in evaluating the fetus's health. However …

Fetal ECG extraction using input-mode and output-mode adaptive filters with blind source separation

LY Taha, E Abdel-Raheem - Canadian Journal of Electrical and …, 2020 - ieeexplore.ieee.org
This article presents two new approaches of fetal electrocardiogram (ECG) signal (FECG)
separation using the input-mode adaptive filter (IMAF) and the output-mode adaptive filter …