Predictive models of hypertensive disorders in pregnancy based on support vector machine algorithm

Abstract

Multi-risk factors combined with dynamic gestational weeks' prediction of HDP based on machine learning was superior to static and single-class conventional prediction methods. Multiple continuous tests could be performed from early pregnancy to late pregnancy.