Machine learning in fetal cardiology: what to expect
In fetal cardiology, imaging (especially echocardiography) has demonstrated to help in the
diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially …
diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially …
Open access intrapartum CTG database
Background Cardiotocography (CTG) is a monitoring of fetal heart rate and uterine
contractions. Since 1960 it is routinely used by obstetricians to assess fetal well-being. Many …
contractions. Since 1960 it is routinely used by obstetricians to assess fetal well-being. Many …
[HTML][HTML] FIGO consensus guidelines on intrapartum fetal monitoring: Physiology of fetal oxygenation and the main goals of intrapartum fetal monitoring
D Ayres-de-Campos, S Arulkumaran - International Journal of …, 2015 - Elsevier
This article focuses on the major aspects of the physiology of oxygen supply to the fetus and
the main goals of intrapartum fetal monitoring:(1) timely identification of fetuses that are …
the main goals of intrapartum fetal monitoring:(1) timely identification of fetuses that are …
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 …
Using nonlinear features for fetal heart rate classification
HIGHLIGHTS:• We analyzed fetal heart rate of normal and acidemic fetuses.• We used
conventional and nonlinear features for the signal analysis.• Addition of nonlinear features …
conventional and nonlinear features for the signal analysis.• Addition of nonlinear features …
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 …
Agreement on intrapartum cardiotocogram recordings between expert obstetricians
Rationale, aims and objectives To evaluate obstetricians' inter‐and intra‐observer
agreement on intrapartum cardiotocogram (CTG) recordings and to examine obstetricians' …
agreement on intrapartum cardiotocogram (CTG) recordings and to examine obstetricians' …
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 …
Artificial intelligence and machine learning in cardiotocography: A sco** 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 …
its capacity to learn patterns directly from data. This becomes interesting for the field of …
A machine learning pipeline to classify foetal heart rate deceleration with optimal feature set
Deceleration is considered a commonly practised means to assess Foetal Heart Rate (FHR)
through visual inspection and interpretation of patterns in Cardiotocography (CTG). The …
through visual inspection and interpretation of patterns in Cardiotocography (CTG). The …