Prognostic model based on image-based time-frequency features and genetic algorithm for fetal hypoxia assessment
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 …
to decrease the rates of neonatal mortality and morbidity as well as unnecessary …
Machine learning ensemble modelling to classify caesarean section and vaginal delivery types using Cardiotocography traces
P Fergus, M Selvaraj, C Chalmers - Computers in biology and medicine, 2018 - Elsevier
Human visual inspection of Cardiotocography traces is used to monitor the foetus during
labour and avoid neonatal mortality and morbidity. The problem, however, is that visual …
labour and avoid neonatal mortality and morbidity. The problem, however, is that visual …
Classification of caesarean section and normal vaginal deliveries using foetal heart rate signals and advanced machine learning algorithms
Background Visual inspection of cardiotocography traces by obstetricians and midwives is
the gold standard for monitoring the wellbeing of the foetus during antenatal care. However …
the gold standard for monitoring the wellbeing of the foetus during antenatal care. However …
Investigating pH based evaluation of fetal heart rate (FHR) recordings
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 …
pregnancy and delivery. However, its interpretation is associated with high inter-and intra …
Cardiotocographic signal feature extraction through CEEMDAN and time-varying autoregressive spectral-based analysis for fetal welfare assessment
Cardiotocograph (CTG) is a widely used tool for fetal surveillance during labor, which
provides the joint recording of fetal heart rate (FHR) and uterine contraction data …
provides the joint recording of fetal heart rate (FHR) and uterine contraction data …
On the prediction of foetal acidaemia: a spectral analysis-based approach
A computational analysis of physiological systems has been used to support the
understanding of how these systems work, and in the case of foetal heart rate, many different …
understanding of how these systems work, and in the case of foetal heart rate, many different …
Towards an efficient prognostic model for fetal state assessment
MG da Silva Neto, JP do Vale Madeiro, JAL Marques… - Measurement, 2021 - Elsevier
Monitoring signals such as fetal heart rate (FHR) are important indicators of fetal well-being.
Computer-assisted analysis of FHR patterns has been successfully used as a decision …
Computer-assisted analysis of FHR patterns has been successfully used as a decision …
A simple and effective approach for digitization of the CTG signals from CTG traces
Objectives Cardiotocography (CTG) is a useful tool for monitoring of the fetal heart rate
(FHR) and uterine contractions (UC) during the intrauterine life. Generally, CTG is provided …
(FHR) and uterine contractions (UC) during the intrauterine life. Generally, CTG is provided …
Prediction of intrapartum hypoxia from cardiotocography data using machine learning
P Fergus, DS Huang, H Hamdan - Applied computing in medicine and …, 2016 - Elsevier
Uterine contractions produced during labor have the potential to damage a fetus by
diminishing the maternal blood flow to the placenta, which can result in fetus hypoxia. In …
diminishing the maternal blood flow to the placenta, which can result in fetus hypoxia. In …
Automated medical care: bradycardia detection and cardiac monitoring of preterm infants
Background and Objectives: Prematurity of birth occurs before the 37th week of gestation
and affects up to 10% of births worldwide. It is correlated with critical outcomes; therefore …
and affects up to 10% of births worldwide. It is correlated with critical outcomes; therefore …