Open access
Oct 2026
Development of a machine learning-based multicenter study for predicting severe intraventricular hemorrhage in preterm infants using perinatal variables
Aim To develop and validate machine learning models for predicting severe intraventricular hemorrhage (SIVH) in preterm infants using only prenatal and intrapartum variables, and to identify the optimal model. Method This multicenter retrospective cohort study included preterm infants (gestational age ≤34 weeks) who re...
F. Shen, Chen-Hui Jin, Fei-Xiang Wang et al.
· Frontiers in Neurology · 0 citations