AI models predict preterm birth in over 20,000 neonates, suggesting timely intervention may reduce risks.
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.
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Mizuno et al. (2025) studied this question.
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