Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline.

Shahad Al-YousifIhab A NajmHossam Subhi TalabNourah Hasan Al QahtaniM AlfirasOsama Ym Al-RawiWisam Subhi Al-DayyeniAli Amer Ahmed AlrawiMohannad Jabbar Mnati Mu'taman Khalil Mohmoud JarrarFahad GhabbanNael A Al-ShareefiMustafa Musa JaberAbbadullah H Saleh Nooritawati Md TahirHuda T NajimMayada Taher

Published in: PeerJ. Computer science (2022)

The classification based on CTG that was used for the interpretation of the FHR attribute as discussed in this study is based on the RCOG guidelines. The system is evaluated and validated by experts based on their expert opinions and was compared with the CTG feature extraction and classification algorithms developed using MATLAB.

Keyphrases

machine learning
deep learning
clinical practice
healthcare
public health
mental health
heavy metals
health information
climate change
social media
human health