Deep learning-assisted (automatic) diagnosis of glaucoma using a smartphone.

Kenichi NakaharaRyo Asaoka Masaki TanitoNaoto ShibataKeita MitsuhashiYuri Fujino Masato MatsuuraTatsuya InoueKeiko AzumaRyo ObataHiroshi Murata

Published in: The British journal of ophthalmology (2021)

The usefulness of a deep learning algorithm to automatically screen for glaucoma from smartphone-based fundus photographs was validated. The algorithm had a considerable high diagnostic ability, particularly in eyes with advanced glaucoma.

Keyphrases

deep learning
optic nerve
artificial intelligence
cataract surgery
convolutional neural network
machine learning
optical coherence tomography
high throughput
diabetic retinopathy
neural network