[HTML][HTML] Comprehensive survey of computational ECG analysis: Databases, methods and applications

E Merdjanovska, A Rashkovska - Expert Systems with Applications, 2022 - Elsevier
Electrocardiogram (ECG) recordings are indicative for the state of the human heart.
Automatic analysis of these recordings can be performed using various computational …

Wearable sensors for the monitoring of maternal health—a systematic review

A Alim, MH Imtiaz - Sensors, 2023 - mdpi.com
Maternal health includes health during pregnancy and childbirth. Each stage during
pregnancy should be a positive experience, ensuring that women and their babies reach …

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 develo** heart
abnormalities, leading to a significant reduction in infant mortality rate and post-natal …

Artificial intelligence and machine learning in electronic fetal monitoring

K Barnova, R Martinek, R Vilimkova Kahankova… - … Methods in Engineering, 2024 - Springer
Electronic fetal monitoring is used to evaluate fetal well-being by assessing fetal heart
activity. The signals produced by the fetal heart carry valuable information about fetal health …

Fetal electrocardiogram extraction using dual-path source separation of single-channel non-invasive abdominal recordings

A Shokouhmand, N Tavassolian - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Objective: The development of a method for non-invasive monitoring of fetal
electrocardiogram (FECG) signals from single-channel abdominal recordings. Methods: 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 …

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 …

[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 …

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) …

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 …