Development of AI Models for Early Prediction of Preterm Birth
Satoshi Mizuno1, Satoshi Nagaie1, Gen Tamiya1
1Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan.
Studies in Health Technology and Informatics
|August 8, 2025
Abstract
None:
Preterm birth is one of the most important neonatal complications. In this study, we aimed to establish an artificial intelligence model for early prediction of preterm birth. Based on genetic and lifestyle data from over 20,000 neonates, we developed high-performed early prediction models up to 0.92 of AUC. Our developed models will help early prediction and appropriate intervention of preterm birth.


