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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...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yong Yang, Lili Li, Yu Li, Linfeng Song, Huiyi Zuo, Renshen Shi, Peng Fu, Minli Huang
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2025-10-01
Schriftenreihe:BMC Ophthalmology
Schlagworte:
Retinopathy of prematurity
Machine learning
Predictive model
Lasso regression
Online-Zugang:https://doi.org/10.1186/s12886-025-04382-4
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