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 …

Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound

X Yang, L Liu, Z Yan, J Yu, X Hu, X Yu, C Dong… - Medical Image …, 2024 - Elsevier
Arrhythmia is a major cardiac abnormality in fetuses. Therefore, early diagnosis of
arrhythmia is clinically crucial. Pulsed-wave Doppler ultrasound is a commonly used …

[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 …

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 …

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 …

Optimized Pyramidal Convolution Shuffle attention neural network based fetal cardiac cycle detection from echocardiograms

GN Balaji, R Venkatesan - Biomedical Signal Processing and Control, 2024 - Elsevier
The precise identification of end-systolic (ES) and end-diastolic (ED) frames from ultrasound
films is crucial for automated biometric assessment and diagnosis of fetal echocardiograms …

[HTML][HTML] A Non-Invasive Fetal QRS Complex Detection Method Based on a Multi-Feature Fusion Neural Network

Z Huang, J Yu, Y Shan, X Wang - Applied Sciences, 2024 - mdpi.com
Fetal heart monitoring, as a crucial part of fetal monitoring, can accurately reflect the fetus's
health status in a timely manner. To address the issues of high computational cost, inability …

Cardiac arrhythmia detection from ECG signal using Siamese adversarial neural network

J Digumarthi, VM Gayathri, R Pitchai - Multimedia Tools and Applications, 2024 - 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) …