Automatic classification of fetal heart rate based on convolutional neural network
Fetal heart rate (FHR) is very significant to evaluate the status of fetus. However, based on
traditional classification criteria is not accurate. With the rapid development of computer …
traditional classification criteria is not accurate. With the rapid development of computer …
[PDF][PDF] Analysis of cardiotocogram data for fetal distress determination by decision tree based adaptive boosting approach
EM Karabulut, T Ibrikci - Journal of Computer and Communications, 2014 - academia.edu
Cardiotocography is one of the most widely used technique for recording changes in fetal
heart rate (FHR) and uterine contractions. Assessing cardiotocography is crucial in that it …
heart rate (FHR) and uterine contractions. Assessing cardiotocography is crucial in that it …
Cardiotocography analysis for fetal state classification using machine learning algorithms
K Agrawal, H Mohan - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Fetus problems are the major reasons in gynecology for pregnant women's. If the conditions
for the fetus inside womb are not appropriate, then there are major chances of health …
for the fetus inside womb are not appropriate, then there are major chances of health …
Fetal state assessment from cardiotocogram data using artificial neural networks
E Yılmaz - Journal of Medical and Biological Engineering, 2016 - Springer
Cardiotocography is the most widely used method in obstetrics practice for monitoring fetal
health status. The main goal of monitoring is early detection of fetal hypoxia. A …
health status. The main goal of monitoring is early detection of fetal hypoxia. A …
Cardiotocogram data classification using random forest based machine learning algorithm
The Cardiotocography is the most broadly utilized technique in obstetrics practice to monitor
fetal health condition. The foremost motive of monitoring is to detect the fetal hypoxia at early …
fetal health condition. The foremost motive of monitoring is to detect the fetal hypoxia at early …
Fetal state classification from cardiotocography based on feature extraction using hybrid K-Means and support vector machine
N Chamidah, I Wasito - 2015 international conference on …, 2015 - ieeexplore.ieee.org
Cardiotocography (CTG) records fetal heart rate (FHR) signal and intra uterine pressure
(IUP) simultaneously. CTG are widely used for diagnosing and evaluates pregnancy and …
(IUP) simultaneously. CTG are widely used for diagnosing and evaluates pregnancy and …
Cardiotocography signals with artificial neural network and extreme learning machine
Z Cömert, AF Kocamaz… - 2016 24th Signal …, 2016 - ieeexplore.ieee.org
Cardiotocography (CTG) is a monitoring technique that is used routinely during pregnancy
and labor to assess fetal well-being. CTG consists of two signals which are fetal heart rate …
and labor to assess fetal well-being. CTG consists of two signals which are fetal heart rate …
[PDF][PDF] Classification of cardiotocograms using random forest classifier and selection of important features from cardiotocogram signal
M Arif - Biomaterials and Biomechanics in Bioengineering, 2015 - researchgate.net
In obstetrics, cardiotocography is a procedure to record the fetal heartbeat and the uterine
contractions usually during the last trimester of pregnancy. It helps to monitor patterns …
contractions usually during the last trimester of pregnancy. It helps to monitor patterns …
[PDF][PDF] Classification of cardiotocography data with WEKA
D Bhatnagar, P Maheshwari - … Journal of Computer Science and Network …, 2016 - core.ac.uk
Cardiotocography (CTG) records fetal heart rate (FHR) and uterine contractions (UC)
simultaneously. Cardiotocography trace patterns help doctors to understand the state of the …
simultaneously. Cardiotocography trace patterns help doctors to understand the state of the …
Decision tree to analyze the cardiotocogram data for fetal distress determination
AE Permanasari, A Nurlayli - 2017 international conference on …, 2017 - ieeexplore.ieee.org
One of the most commonly used techniques for recording changes in Uterine Contractions
(UC) and Fetal Heart Rate (FHR) is cardiotocography (CTG). Cardiotocographic assessment …
(UC) and Fetal Heart Rate (FHR) is cardiotocography (CTG). Cardiotocographic assessment …