Advancements and Challenges in Non-Invasive Electrocardiography for Prenatal, Intrapartum, and Postnatal Care: A Comprehensive Review

RA Marnani, R Jaros, J Pavlicek, R Martinek… - IEEE …, 2024 - ieeexplore.ieee.org
Non-invasive electrocardiography (NI-ECG) has become an indispensable tool for
monitoring fetal and neonatal cardiac activity throughout the stages of pregnancy and …

Binarized spiking neural network optimized with momentum search algorithm for fetal arrhythmia detection and classification from ECG signals

D Shekhawat, D Chaudhary, A Kumar, A Kalwar… - … Signal Processing and …, 2024 - Elsevier
Diagnosing the fetal cardiac abnormalities by fetal electrocardiogram (FECG) is a difficult
task, but it is essential to identify the fetus health condition. FECG monitoring is essential to …

[HTML][HTML] Ensemble feature extraction-based prediction of fetal arrhythmia using cardiotocographic signals

S Magesh, PS Rajakumar - Measurement: Sensors, 2023 - Elsevier
The classification of Cardiotocography (CTG) signal abnormalities is critical in the
identification of fetal anomalies. The non-stationary nature of CTG, as well as the dataset …

[HTML][HTML] Diagnosis and Management of Fetal Arrhythmias in the Current Era

SAS Killen, JF Strasburger - Journal of Cardiovascular Development and …, 2024 - mdpi.com
Diagnosis and management of fetal arrhythmias have changed over the past 40–50 years
since propranolol was first used to treat fetal tachycardia in 1975 and when first attempts …

Cardiac arrhythmia detection from ECG signal using Siamese adversarial neural network

J Digumarthi, VM Gayathri, R Pitchai - Multimedia Tools and Applications, 2023 - Springer
Heart disease is one of the most serious health issues that people faced today. Almost 50
million people worldwide suffer from cardiovascular problems. Electrocardiogram (ECG) …

A multi-branch multi-scale convolutional neural network using automatic detection of fetal arrhythmia

SKR Kanna, FH Shajin, P Rajesh… - Signal, Image and Video …, 2024 - Springer
Fetal arrhythmia can manifest as irregular cardiac rhythm, abnormal heart rate or both
irregular cardiac rhythm and abnormal heart rate. Fetal testing without proper care is very …

An intelligent quantification system for fetal heart rhythm assessment: A multicenter prospective study

X Yang, X Huang, C Wei, J Yu, X Yu, C Dong, J Chen… - Heart Rhythm, 2024 - Elsevier
Background The motion relationship and time intervals of the pulsed-wave Doppler (PWD)
spectrum are essential for diagnosing fetal arrhythmia. However, few technologies currently …

Deep Learning Enhanced Dynamical Analysis to Detect Fetal Arrhythmia

SMZS Bukhari, I Akhtar… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Fetal arrhythmia is a leading cause of sudden infant mortality, highlighting the significance of
detecting it in order to ensure the fetus. Identifying and analyzing fetal heartbeat rhythms …

Classification of Fetal Cardiac Arrhythmia Using Heart Rate Variability and Machine Learning

MA Shahid, A Shaukat, MU Akram… - 2024 5th International …, 2024 - ieeexplore.ieee.org
Fetal arrhythmias can lead to cardiac failure or death; thus, early detection is crucial but
challenged by noise and artifacts. This paper investigates fetal arrhythmia detection using …

Prediction of ECG-biomarkers for fetal arrhythmia using non-invasive fetal ECG

RZ Ela - 2022 - 103.82.172.44
A noninvasive Fetal Electrocardiogram (ECG) is supposed to be a potential prognostic tool
in fetal arrhythmia identification and post-treatment. Fetal ECG data generated cannot be …