Computerized cardiotocography analysis during labor–A state‐of‐the‐art review

I Ben M'Barek, G Jauvion… - Acta Obstetricia et …, 2023 - Wiley Online Library
Cardiotocography is defined as the recording of fetal heart rate and uterine contractions and
is widely used during labor as a screening tool to determine fetal wellbeing. The visual …

AI-driven paradigm shift in computerized cardiotocography analysis: A systematic review and promising directions

W Xie, P Cai, Y Hu, Y Lu, C Chen, Z Cai, X Fu - Neurocomputing, 2024 - Elsevier
The rapid advancement of deep neural networks (DNNs) has significantly transformed
various sectors, demonstrating unparalleled proficiency in managing intricate tasks in …

[HTML][HTML] A deep learning method for locating fetal heart rate decelerations during labour using crowd-sourced data

J Tolladay, M Tome, A Georgieva - Expert Systems with Applications, 2024 - Elsevier
Monitoring the heart rate of a fetus is the only method for continuously monitoring fetal well-
being during labour. Decelerations in the fetal heart rate, usually corresponding with …

Deep learning based fetal distress detection from time frequency representation of cardiotocogram signal using Morse wavelet: research study

YD Daydulo, BL Thamineni, HK Dasari… - BMC Medical Informatics …, 2022 - Springer
Background Clinically cardiotocography is a technique which is used to monitor and
evaluate the level of fetal distress. Even though, CTG is the most widely used device to …

Evolving frameworks for the foundation and practice of electronic fetal monitoring

MI Evans, DW Britt, SM Evans, LD Devoe - Maternal-Fetal Medicine, 2022 - mednexus.org
Since the 1970s, electronic fetal monitoring (EFM) also known as cardiotocography (CTG)
has been used extensively in labor around the world, despite its known failure to help …

Computer Vision for Identification of Increased Fetal Heart Variability in Cardiotocogram

M Tarvonen, M Manninen, P Lamminaho, P Jehkonen… - Neonatology, 2024 - karger.com
Introduction: Increased fetal heart rate variability (IFHRV), defined as fetal heart rate (FHR)
baseline amplitude changes of> 25 beats per minute with a duration of≥ 1 min, is an early …

Relationship between deceleration morphology and phase rectified signal averaging-based parameters during labor

MW Rivolta, M Barbieri, T Stampalija, R Sassi… - Frontiers in …, 2021 - frontiersin.org
During labor, uterine contractions trigger the response of the autonomic nervous system
(ANS) of the fetus, producing sawtooth-like decelerations in the fetal heart rate (FHR) series …

A novel approach for cardiotocography paper digitization and classification for abnormality detection

S Öztürk, SA Şahin, AN Aksoy, B Ari, A Akinbi - IEEE Access, 2023 - ieeexplore.ieee.org
Cardiotocography (CTG) is a clinical procedure that is used to track and gauge the severity
of fetal distress. Although CTG is the most often used equipment to monitor and assess the …

Real-Time Human Action Recognition using OpenPose and Sequence-Based Classification

P Mudjihartono, AWR Emanuel… - … of Computing and …, 2024 - journal.uob.edu.bh
Human Action Recognition is one important area of Artificial Intelligence that is still in
development. The ability to recognize action in human objects will significantly increase the …

Deep Learning for Cardiotocography Analysis: Challenges and Promising Advances

C Chen, W Xie, Z Cai, Y Lu - International Conference on Intelligent …, 2023 - Springer
Given the recent emergence of deep neural networks and their remarkable ability to handle
complex tasks across various “elds and modalities, it is expected that fetal monitoring …