A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN

P Basak, AHMN Sakib, MEH Chowdhury… - Expert Systems with …, 2024 - Elsevier
The non-invasive fetal electrocardiogram (fECG) enables easy detection of developing heart
abnormalities, leading to a significant reduction in infant mortality rate and post-natal …

Non-linear methods predominant in fetal heart rate analysis: a systematic review

M Ribeiro, J Monteiro-Santos, L Castro… - Frontiers in …, 2021 - frontiersin.org
The analysis of fetal heart rate variability has served as a scientific and diagnostic tool to
quantify cardiac activity fluctuations, being good indicators of fetal well-being. Many …

Phonocardiogram signal analysis for classification of Coronary Artery Diseases using MFCC and 1D adaptive local ternary patterns

K Iqtidar, U Qamar, S Aziz, MU Khan - Computers in Biology and Medicine, 2021 - Elsevier
Abstract Coronary Artery Diseases (CADs) are a dominant cause of worldwide fatalities. The
development of accurate and timely diagnosis routines is imperative to reduce these risks …

A novel algorithm based on ensemble empirical mode decomposition for non-invasive fetal ECG extraction

K Barnova, R Martinek, R Jaros, R Kahankova… - PloS one, 2021 - journals.plos.org
Non-invasive fetal electrocardiography appears to be one of the most promising fetal
monitoring techniques during pregnancy and delivery nowadays. This method is based on …

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 …

[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 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 …

Estimating gestational age from maternal-fetal heart rate coupling parameters

M Wahbah, R Al Sakaji, K Funamoto, A Krishnan… - IEEE …, 2021 - ieeexplore.ieee.org
Maternal and fetal heartbeat couplings are evident throughout fetal development. Most of the
published work, however, did not consider maternal physiological factors such as Heart …

Bidirectional EMD-RLS: Performance analysis for denoising in speech signal

UB de Souza, JPL Escola, T Vedovatto… - Journal of …, 2023 - Elsevier
Abstract Empirical Mode Decomposition (EMD) is an alternative decomposition method that
allows the analysis of non-stationary and non-linear signals, decomposing them into …

Non-invasive fetal electrocardiogram extraction based on novel hybrid method for intrapartum ST segment analysis

R Martinek, R Kahankova, R Jaros, K Barnova… - IEEE …, 2021 - ieeexplore.ieee.org
This study focuses on non-invasive fetal electrocardiogram extraction based on a novel
hybrid method, which combines the advantages of non-adaptive and adaptive approaches …