Reporting and risk of bias of prediction models based on machine learning methods in preterm birth: A systematic review.

Reporting and methodological quality of machine learning-based prediction models in preterm birth were poor. It is urgent to improve the design, conduct, and reporting of such studies to boost the application of machine learning-based prediction models in preterm birth in clinical practice.