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 …

Computerised cardiotocography analysis for the automated detection of fetal compromise during labour: a review

L Mendis, M Palaniswami, F Brownfoot, E Keenan - Bioengineering, 2023 - mdpi.com
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 …

Prognostic model based on image-based time-frequency features and genetic algorithm for fetal hypoxia assessment

Z Cömert, AF Kocamaz, V Subha - Computers in biology and medicine, 2018 - Elsevier
Cardiotocography (CTG) is applied routinely for fetal monitoring during the perinatal period
to decrease the rates of neonatal mortality and morbidity as well as unnecessary …

Computer‐based intrapartum fetal monitoring and beyond: A review of the 2nd Workshop on Signal Processing and Monitoring in Labor (October 2017, Oxford, UK)

A Georgieva, P Abry, V Chudáček… - Acta obstetricia et …, 2019 - Wiley Online Library
Abstract The second Signal Processing and Monitoring in Labor workshop gathered
researchers who utilize promising new research strategies and initiatives to tackle the …

Artificial intelligence and machine learning in cardiotocography: A scoping review

JL Aeberhard, AP Radan, R Delgado-Gonzalo… - European Journal of …, 2023 - Elsevier
Introduction Artificial intelligence (AI) is gaining more interest in the field of medicine due to
its capacity to learn patterns directly from data. This becomes interesting for the field of …

Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals

W Alsaggaf, Z Cömert, M Nour, K Polat, H Brdesee… - Applied Acoustics, 2020 - Elsevier
Cardiotocography (CTG) is a screening tool used in daily obstetric practice to determine fetal
wellbeing. Its interpretation is generally performed visually by the field experts, and this …

Investigating pH based evaluation of fetal heart rate (FHR) recordings

G Georgoulas, P Karvelis, J Spilka, V Chudáček… - Health and …, 2017 - Springer
Cardiotocography (CTG) is a standard tool for the assessment of fetal well-being during
pregnancy and delivery. However, its interpretation is associated with high inter-and intra …

ETCNN: an ensemble transformer-convolutional neural network for automatic analysis of fetal heart rate

Q Wu, Y Lu, X Kang, H Wang, Z Zheng, J Bai - … Signal Processing and …, 2024 - Elsevier
Objective Traditional methods face challenges in accurately analyzing fetal heart rate (FHR)
signals due to the complexity of accelerations and decelerations (Acc/Dec) and their cyclic …

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 …

Open-access software for analysis of fetal heart rate signals

Z Cömert, AF Kocamaz - Biomedical Signal Processing and Control, 2018 - Elsevier
Cardiotocography (CTG) comprises fetal heart rate (FHR) and uterine contraction (UC)
signals that are simultaneously recorded. In clinical practice, a visual examination is …