Accuracy of Deep Learning Algorithms for the Diagnosis of Retinopathy of Prematurity by Fundus Images: A Systematic Review and Meta-Analysis.

Jingjing Zhang Yangyang LiuToshiharu MitsuhashiToshihiko Matsuo

Published in: Journal of ophthalmology (2021)

Our study shows that DL models can play an essential role in detecting and grading ROP with high sensitivity, specificity, and repeatability. The application of a DL-based automated system may improve ROP screening and diagnosis in the future.

Keyphrases

deep learning
machine learning
convolutional neural network
artificial intelligence
current status
single cell
structural basis