A machine learning model to predict spontaneous vaginal delivery failure for term nulliparous women: An observational study.

Jing XuZifeng LiuYaxin LuZhijuan ZhengXinling Zhang

Published in: International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics (2024)

The Gaussian NB model showed good predictive effect, proving its potential as a clinical reference for predicting SVD failure of term nulliparous women before actual delivery.

Keyphrases

machine learning
polycystic ovary syndrome
preterm infants
pregnancy outcomes
gestational age
cervical cancer screening
artificial intelligence
breast cancer risk
pregnant women
big data
adipose tissue
deep learning
skeletal muscle