Xin-Yi Liu

AutoGluon-based interpretable machine learning for clinical risk stratification of retinopathy of prematurity in very preterm infants

Introduction Retinopathy of prematurity (ROP) remains an important cause of preventable visual impairment in preterm infants. Current screening relies primarily on gestational age and birth weight, which may not fully capture the heterogeneous postnatal clinical course of very preterm infants. This study aimed to devel...