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Interpretable machine learning predicts postpartum hemorrhage with severe maternal morbidity in a lower-risk laboring obstetric population

Benjamin J. Lengerich, Rich Caruana, Ian Painter, William B. Weeks, Kristin Sitcov, Vivienne Souter

2024American Journal of Obstetrics & Gynecology MFM13 citationsDOI

Topics & Concepts

MedicineMaternal morbidityIntervention (counseling)ObstetricsRisk assessmentPopulationRisk factorPregnancyIntensive care medicineInternal medicinePsychiatryBiologyComputer scienceEnvironmental healthGeneticsComputer securityMaternal and fetal healthcareMaternal and Perinatal Health InterventionsPregnancy and preeclampsia studies
Interpretable machine learning predicts postpartum hemorrhage with severe maternal morbidity in a lower-risk laboring obstetric population | Litcius