Neonatology
Prediction of Retinopathy of Prematurity and Treatment in Very Low Birth Weight Infants Using Machine Learning on Nationwide Non-Imaging Clinical Data.
Jae Kyoon Hwang, Donggoo Jung, Hyun-Kyung Park, Daehyun Kim, Hyun Jeong Do, Seong Hee Oh, Seung Hyun Kim, Tae Hyun Kim, Hyun-Seung Jin
Published: 202610.1159/000550513
Abstract
INTRODUCTION: Retinopathy of prematurity (ROP) remains a leading cause of preventable blindness in preterm infants. This study aimed to develop machine learning (ML) models using non-imaging clinical data to predict ROP, severe ROP (sROP), and treate…
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