Preeclampsia is a dangerous complication that can develop during pregnancy, affecting almost one in every ten pregnancies. Here, Ana Le Chevillier, Clinical Research Manager at University College Dublin, explains how AI_PREMie, a biomarker-based clinical decision support tool, uses a machine learning algorithm to collate demographic data, medical history, and patented biomarkers and predict and risk stratify women with preeclampsia.