Construction of a predictive model for retinopathy of prematurity using machine learning algorithms

Abstract Background Retinopathy of prematurity (ROP) has emerged as one of the leading causes of visual impairment or blindness among newborn infants worldwide. The purpose of this study was to develop a predictive model for ROP using machine learning methods. Methods A retrospective study was condu...

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Autors principals:	Yong Yang, Lili Li, Yu Li, Linfeng Song, Huiyi Zuo, Renshen Shi, Peng Fu, Minli Huang
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2025-10-01
Col·lecció:	BMC Ophthalmology
Matèries:	Retinopathy of prematurity Machine learning Predictive model Lasso regression
Accés en línia:	https://doi.org/10.1186/s12886-025-04382-4
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