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 …
is widely used during labor as a screening tool to determine fetal wellbeing. The visual …
Computerised cardiotocography analysis for the automated detection of fetal compromise during labour: a review
The measurement and analysis of fetal heart rate (FHR) and uterine contraction (UC)
patterns, known as cardiotocography (CTG), is a key technology for detecting fetal …
patterns, known as cardiotocography (CTG), is a key technology for detecting fetal …
Multimodal convolutional neural networks to detect fetal compromise during labor and delivery
The gold standard to assess whether a baby is at risk of oxygen deprivation during
childbirth, is monitoring continuously the fetal heart rate with cardiotocography (CTG). The …
childbirth, is monitoring continuously the fetal heart rate with cardiotocography (CTG). The …
Impact of Cross-validation on Machine Learning models for early detection of intrauterine fetal demise
Intrauterine fetal demise in women during pregnancy is a major contributing factor in
prenatal mortality and is a major global issue in develo** and underdeveloped countries …
prenatal mortality and is a major global issue in develo** and underdeveloped countries …
Computer‐based intrapartum fetal monitoring and beyond: A review of the 2nd Workshop on Signal Processing and Monitoring in Labor (October 2017, Oxford, UK)
Abstract The second Signal Processing and Monitoring in Labor workshop gathered
researchers who utilize promising new research strategies and initiatives to tackle the …
researchers who utilize promising new research strategies and initiatives to tackle the …
DeepCTG® 1.0: an interpretable model to detect fetal hypoxia from cardiotocography data during labor and delivery
I Ben M'Barek, G Jauvion, J Vitrou, E Holmström… - Frontiers in …, 2023 - frontiersin.org
Introduction Cardiotocography, which consists in monitoring the fetal heart rate as well as
uterine activity, is widely used in clinical practice to assess fetal wellbeing during labor and …
uterine activity, is widely used in clinical practice to assess fetal wellbeing during labor and …
AI-driven paradigm shift in computerized cardiotocography analysis: A systematic review and promising directions
W ** review
Introduction Uterine contractions during labour constrict maternal blood flow and oxygen
delivery to the develo** baby, causing transient hypoxia. While most babies are …
delivery to the develo** baby, causing transient hypoxia. While most babies are …
Rapid detection of fetal compromise using input length invariant deep learning on fetal heart rate signals
Standard clinical practice to assess fetal well-being during labour utilises monitoring of the
fetal heart rate (FHR) using cardiotocography. However, visual evaluation of FHR signals …
fetal heart rate (FHR) using cardiotocography. However, visual evaluation of FHR signals …
[HTML][HTML] DeepCTG® 2.0: Development and validation of a deep learning model to detect neonatal acidemia from cardiotocography during labor
IB M'Barek, G Jauvion, J Merrer, M Koskas… - Computers in Biology …, 2025 - Elsevier
Cardiotocography (CTG) is the main tool available to detect neonatal acidemia during
delivery. Presently, obstetricians and midwives primarily rely on visual interpretation, leading …
delivery. Presently, obstetricians and midwives primarily rely on visual interpretation, leading …