Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals
Sign Up to like & getrecommendations! Published in 2020 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2020.107429
Abstract: Abstract 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 visual inspection is an error-prone and subjective… read more here.
Keywords: common spatial; machine; fetal hypoxia; machine learning ... See more keywords
Machine learning ensemble modelling to classify caesarean section and vaginal delivery types using Cardiotocography traces
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DOI: 10.1016/j.compbiomed.2017.12.002
Abstract: 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 interpretation of Cardiotocography traces is subject to high inter… read more here.
Keywords: machine; machine learning; cardiotocography; cardiotocography traces ... See more keywords
Computerised cardiotocography—study design hampers findings
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DOI: 10.1016/s0140-6736(17)30762-6
Abstract: Cardiotocography is a diagnostic tool, not a therapeutic modality. Diagnostic tests are unlikely to improve outcomes unless followed by specific and effective therapeutic interventions. When the management of highly specific abnormalities is not specified in… read more here.
Keywords: design hampers; study design; cardiotocography study; cardiotocography ... See more keywords
Intrapartum cardiotocography patterns observed in suspected clinical and subclinical chorioamnionitis in term fetuses
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Obstetrics and Gynaecology Research"
DOI: 10.1111/jog.14133
Abstract: To evaluate the cardiotocography (CTG) features observed in suspected intrapartum chorioamnionitis in term fetuses according to the recently suggested criteria for the pathophysiological interpretation of the fetal heart rate and their correlation with perinatal outcomes. read more here.
Keywords: observed suspected; term fetuses; chorioamnionitis term; cardiotocography ... See more keywords