A Machine Learning Algorithm using Clinical and Demographic Data for All-Cause Preterm Birth Prediction.

Ghamar BitarWei LiuJade TunguhanKaveeta V KumarMatthew K Hoffman

Published in: American journal of perinatology (2023)

· Machine learning can be used to create models to predict preterm birth.. · In our model, all-cause preterm birth can be predicted with moderate precision.. · Clinical, demographic, and laboratory information can be useful to predict all-cause preterm birth..

Keyphrases

preterm birth
machine learning
low birth weight
gestational age
big data
artificial intelligence
deep learning
high intensity
health information