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Deep Learning Classification of Fetal Cardiotocography Data with Differential Privacy

2022 International Conference on Connected Systems & Intelligence (CSI), 2022
Cardiotocography (CTG) is a continuous recording of the fetal heart rate (FHR) obtained from an ultrasound transducer placed on the mother's abdomen. In common practice, obstetricians visually inspect the CTG signal to monitor the condition of the fetus ...
Ashish Kumar Lal, S. Karthikeyan
semanticscholar   +1 more source

Cardiotocography and medicolegal issues

Best Practice & Research Clinical Obstetrics & Gynaecology, 2004
Obstetric litigation is on the increase. A review of litigation cases reveals that the majority of claims relating to the intrapartum period arise because the cardiotocograph- (CTG) was misinterpreted or because inappropriate action was taken in the presence of fetal heart rate abnormalities.
Sabaratnam Arulkumaran, Bode Williams
openaire   +3 more sources

Role of admission cardiotocography in predicting the obstetric outcome in term antenatal women: A prospective observational study

Journal of mother and child, 2022
Background Admission cardiotocography (CTG) used for fetal heart rate monitoring is an easy, cost-effective, non-invasive screening method for fetal well-being.
Naina Kumar, M. Yadav
semanticscholar   +1 more source

Cost-effectiveness of cardiotocography plus ST analysis of the fetal electrocardiogram compared with cardiotocography only

Acta Obstetricia et Gynecologica Scandinavica, 2011
To assess the cost-effectiveness of addition of ST analysis of the fetal electrocardiogram (ECG; STAN) to cardiotocography (CTG) for fetal surveillance during labor compared with CTG only.Cost-effectiveness analysis based on a randomized clinical trial on ST analysis of the fetal ECG.Obstetric departments of three academic and six general hospitals in ...
Vijgen, S.M.C.   +21 more
openaire   +7 more sources

Cardiotocography for antepartum fetal assessment

Cochrane Database of Systematic Reviews, 1999
Cardiotocography is a form of fetal assessment which simultaneously records fetal heart rate, fetal movements and uterine contractions to investigate hypoxia.The objective was to assess the effects of antenatal cardiotocography on perinatal morbidity and mortality and maternal morbidity.We searched the Cochrane Pregnancy and Childbirth Group trials ...
Lesley M. E. McCowan, N. S. Pattison
openaire   +4 more sources

Intrapartum cardiotocography in pregnancies with and without fetal CHD

Journal of Perinatal Medicine, 2022
Objectives Congenital heart defects (CHD) are the most common inherited abnormalities. Intrapartum cardiotocography (CTG) is still considered a “gold standard” during labor. However, there is a lack of evidence regarding the interpretation of intrapartum
S. Feduniw   +5 more
semanticscholar   +1 more source

Statistical baseline assessment in cardiotocography

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Cardiotocography (CTG) is the most common non-invasive diagnostic technique to evaluate fetal well-being. It consists in the recording of fetal heart rate (FHR; bpm) and maternal uterine contractions. Among the main parameters characterizing FHR, baseline (BL) is fundamental to determine fetal hypoxia and distress.
Luca Burattini   +9 more
openaire   +3 more sources

Intrapartum Cardiotocography and the Expert Witness

Australian and New Zealand Journal of Obstetrics and Gynaecology, 1994
Summary: Fetal heart rate changes occur in the majority of labours and correlate poorly with perinatal outcome and subsequent neurological development. Obstetricians giving expert evidence related to the interpretation of intrapartum cardiotocographs are advised to exercise caution when expressing their opinions.
Mark P. Umstad   +2 more
openaire   +3 more sources

Intrapartum cardiotocography: an exploratory analysis of interpretational variation

Journal of Obstetrics and Gynaecology Research, 2022
Our aim was to evaluate the intra- and inter-operator agreement in cardiotocography (CTG) traces analysis using the 2015 FIGO classification guidelines, and whether the educational background and the knowledge of anamnestic data can influence the ...
R. Amadori   +5 more
semanticscholar   +1 more source

Digitization and Analysis of Cardiotocography Records [PDF]

open access: possible2020 IEEE-HYDCON, 2020
Cardiotocography (CTG) is an essential tool to get access to fetal heart rate which indicates the fetal health. Most of the fetal distress symptoms occur prior to the labor. Abnormal changes in the intensity of uterine contractions during labor cause inconvenience to the fetus and result in fetal heart rate variability, abnormal amniotic fluid levels ...
Malini Mudigonda   +2 more
openaire   +1 more source

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