DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network
Z Zhao, Y Deng, Y Zhang, Y Zhang, X Zhang… - BMC medical informatics …, 2019 - Springer
Background Fetal heart rate (FHR) monitoring is a screening tool used by obstetricians to
evaluate the fetal state. Because of the complexity and non-linearity, a visual interpretation …
evaluate the fetal state. Because of the complexity and non-linearity, a visual interpretation …
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 …
Heart rate variability in the perinatal period: a critical and conceptual review
M Chiera, F Cerritelli, A Casini, N Barsotti… - Frontiers in …, 2020 - frontiersin.org
Neonatal intensive care units (NICUs) greatly expand the use of technology. There is a need
to accurately diagnose discomfort, pain, and complications, such as sepsis, mainly before …
to accurately diagnose discomfort, pain, and complications, such as sepsis, mainly before …
Accessing artificial intelligence for fetus health status using hybrid deep learning algorithm (AlexNet-SVM) on cardiotocographic data
Artificial intelligence is serving as an impetus in digital health, clinical support, and health
informatics for an informed patient's outcome. Previous studies only consider classification …
informatics for an informed patient's outcome. Previous studies only consider classification …
Classifying the type of delivery from cardiotocographic signals: A machine learning approach
Background and objective Cardiotocography (CTG) is the most employed methodology to
monitor the foetus in the prenatal phase. Since the evaluation of CTG is often visual, and …
monitor the foetus in the prenatal phase. Since the evaluation of CTG is often visual, and …
Computer-aided diagnosis system of fetal hypoxia incorporating recurrence plot with convolutional neural network
Z Zhao, Y Zhang, Z Comert, Y Deng - Frontiers in physiology, 2019 - frontiersin.org
Background: Electronic fetal monitoring (EFM) is widely applied as a routine diagnostic tool
by clinicians using fetal heart rate (FHR) signals to prevent fetal hypoxia. However, visual …
by clinicians using fetal heart rate (FHR) signals to prevent fetal hypoxia. However, visual …
A medical decision support system based on support vector machines and the genetic algorithm for the evaluation of fetal well-being
H Ocak - Journal of medical systems, 2013 - Springer
A new scheme was presented in this study for the evaluation of fetal well-being from the
cardiotocogram (CTG) recordings using support vector machines (SVM) and the genetic …
cardiotocogram (CTG) recordings using support vector machines (SVM) and the genetic …
Cardiotocography signal abnormality classification using time-frequency features and Ensemble Cost-sensitive SVM classifier
R Zeng, Y Lu, S Long, C Wang, J Bai - Computers in Biology and Medicine, 2021 - Elsevier
Background Cardiotocography (CTG) signal abnormality classification plays an important
role in the diagnosis of abnormal fetuses. This classification problem is made difficult by the …
role in the diagnosis of abnormal fetuses. This classification problem is made difficult by the …
Sparse support vector machine for intrapartum fetal heart rate classification
Fetal heart rate (FHR) monitoring is routinely used in clinical practice to help obstetricians
assess fetal health status during delivery. However, early detection of fetal acidosis that …
assess fetal health status during delivery. However, early detection of fetal acidosis that …
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 …