PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks.

Our results demonstrate that PredictPTB can be utilized to achieve accurate and scalable predictions for preterm birth, complemented by explanations that directly highlight evidence in the patient's EHR timeline.