Development and validation of a deep learning system to screen vision-threatening conditions in high myopia using optical coherence tomography images

Abstract

We used OCT macular images for the development of CNN models to identify vision-threatening conditions in high myopia patients. Our models achieved reliable sensitivities and high specificities, comparable to those of retina specialists and may be applied for large-scale high myopia screening and patient follow-up.