A cardiotocographic classification using feature selection: a comparative study
Cardiotocography is a series of inspections to determine the health of the fetus in
pregnancy. The inspection process is carried out by recording the baby's heart rate …
pregnancy. The inspection process is carried out by recording the baby's heart rate …
[PDF][PDF] Comparative analysis of classification techniques using Cardiotocography dataset
Cardiotocography (CTG) is the most widely used technique to monitor the fetal health and
fetal heart rate. By observing the Cardiotocography trace patterns doctors can understand …
fetal heart rate. By observing the Cardiotocography trace patterns doctors can understand …
Classification and feature selection approaches for cardiotocography by machine learning techniques
SCR Nandipati, C XinYing - Journal of Telecommunication …, 2020 - jtec.utem.edu.my
Cardiotocography (CTG) is the commonly used tool to monitor fetal distress (hypoxia), other
fetal risks such as fetal heart rate, and autonomous nervous system maturation. If not …
fetal risks such as fetal heart rate, and autonomous nervous system maturation. If not …
[PDF][PDF] A feature selection approach for enhancing the cardiotocography classification performance
SA Dongare, VK Ande… - International Journal of …, 2018 - researchgate.net
Data Mining is an interdisciplinary field of study for knowledge discovery from the large data
sets. Collection of data, preprocessing, applying intelligent data mining techniques and …
sets. Collection of data, preprocessing, applying intelligent data mining techniques and …
[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 …
Classification of cardiotocography data with WEKA
D Bhatnagar, P Maheshwari - International Journal of Computer …, 2016 - eprints.rclis.org
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 method using for fetal state classification from cardiotography data
The motive of the investigation is analyzing the categorization of fetal state code from the
Cardiographic data set based on decision tree method. Cardiotocography is one of the …
Cardiographic data set based on decision tree method. Cardiotocography is one of the …
A systematic review of automated pre-processing, feature extraction and classification of cardiotocography
Objective This study aimed to perform a systematic review to describe the achievements
made by the researchers, summarizing findings that have been found by previous …
made by the researchers, summarizing findings that have been found by previous …
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 …
[PDF][PDF] Classification of cardiotocogram data using neural network based machine learning technique
C Sundar, M Chitradevi… - International Journal of …, 2012 - researchgate.net
Cardiotocography (CTG) is a simultaneous recording of fetal heart rate (FHR) and uterine
contractions (UC). It is one of the most common diagnostic techniques to evaluate maternal …
contractions (UC). It is one of the most common diagnostic techniques to evaluate maternal …