Validation of WINROP algorithm as screening tool of retinopathy of prematurity among Egyptian preterm neonates.

Asmaa FaresSherif AbdelmonaimDina SayedSherin Hassan SadekAbdulrahman AbdulrazekYoussef HelmySara Maher

Published in: Eye (London, England) (2024)

WINROP has low sensitivity and high specificity for detection of ROP. It may help in ROP prediction but can't be used alone. Modification of WINROP algorithm taking into account other risk factors may improve sensitivity and reduce number for ROP examination.

Keyphrases

risk factors
machine learning
low birth weight
deep learning
preterm birth
preterm infants
neural network
gestational age
label free
structural basis