Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines
Cardiotocography is the main method used for fetal assessment in everyday clinical practice
for the last 30 years. Many attempts have been made to increase the effectiveness of the …
for the last 30 years. Many attempts have been made to increase the effectiveness of the …
Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals
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 …
wellbeing. Its interpretation is generally performed visually by the field experts, and this …
Antepartum fetal heart rate feature extraction and classification using empirical mode decomposition and support vector machine
N Krupa, MA MA, E Zahedi, S Ahmed… - Biomedical engineering …, 2011 - Springer
Background Cardiotocography (CTG) is the most widely used tool for fetal surveillance. The
visual analysis of fetal heart rate (FHR) traces largely depends on the expertise and …
visual analysis of fetal heart rate (FHR) traces largely depends on the expertise and …
Open-access software for analysis of fetal heart rate signals
Cardiotocography (CTG) comprises fetal heart rate (FHR) and uterine contraction (UC)
signals that are simultaneously recorded. In clinical practice, a visual examination is …
signals that are simultaneously recorded. In clinical practice, a visual examination is …
Cardiotocograph-based labor stage classification from uterine contraction pressure during ante-partum and intra-partum period: a fuzzy theoretic approach
Computerized techniques for Cardiotocograph (CTG) based labor stage classification would
support obstetrician for advance CTG analysis and would improve their predictive power for …
support obstetrician for advance CTG analysis and would improve their predictive power for …
Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system
In obstetrics, cardiotocograph (CTG) and non-stress test readings are indispensable to
antenatal monitoring and assessment. Difficulties in the interpretation of CTG records …
antenatal monitoring and assessment. Difficulties in the interpretation of CTG records …
Novel approach for fetal heart rate classification introducing grammatical evolution
Fetal heart rate (FHR) variations reflect the level of oxygenation and blood pressure of the
fetus. Electronic Fetal Monitoring (EFM), the continuous monitoring of the FHR, was …
fetus. Electronic Fetal Monitoring (EFM), the continuous monitoring of the FHR, was …
A novel software for comprehensive analysis of cardiotocography signals “CTG-OAS”
The research interest in fetal heart rate (FHR) monitoring dates back to the 1960s, and the
breakthrough on fetal surveillance has been seen during the 1990s with computerized …
breakthrough on fetal surveillance has been seen during the 1990s with computerized …
Classification of cardiotocography signals using machine learning
Cardiotocography has been used to record and monitor fetal heartbeat and uterine
contractions, both antepartum and intrapartum for several decades now, albeit not without …
contractions, both antepartum and intrapartum for several decades now, albeit not without …
Validation of intelligent systems: a critical study and a tool
One of the most important phases in the methodology for the development of intelligent
systems is that corresponding to the evaluation of the performance of the implemented …
systems is that corresponding to the evaluation of the performance of the implemented …