Machine learning-based prediction of postpartum hemorrhage after vaginal delivery: combining bleeding high risk factors and uterine contraction curve
Jia Liu, Chuan Wang, Ruiling Yan, Yaosheng Lu, Jieyun Bai, Huijun Wang, Ruiman Li
Topics & Concepts
MedicineReceiver operating characteristicBrier scoreLogistic regressionVaginal deliveryRandom forestMachine learningObstetricsObstetrics and gynaecologyVaginal bleedingStepwise regressionArtificial intelligencePregnancyComputer scienceInternal medicineBiologyGeneticsMaternal and fetal healthcareMaternal and Perinatal Health InterventionsMachine Learning in Healthcare