Deep learning versus ophthalmologists for screening for glaucoma on fundus examination: A systematic review and meta-analysis.

Mathieu BuissonValentin NavelAntoine LabbéStephanie L WatsonJulien S BakerPatrick MurtaghFrédéric ChiambarettaFrédéric Dutheil

Published in: Clinical & experimental ophthalmology (2021)

Deep learning had similar performance compared to ophthalmologists in glaucoma diagnosis from fundus examinations. Further studies should evaluate deep learning in clinical situations.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
diabetic retinopathy
machine learning
cataract surgery
case control