Performance of an artificial intelligence automated system for diabetic eye screening in a large English population.

Sarah MeredithMark van GrinsvenJonne EngelbertsDominic ClarkeVicki PriorJo VodreyAlison HammondRaja MuhammedPhilip Kirby

Published in: Diabetic medicine : a journal of the British Diabetic Association (2023)

The performance of a commercially available deep learning artificial intelligence system for identifying diabetic retinopathy in an English national Diabetic Eye Screening Programme is presented. Using the pre-defined settings artificial intelligence performance was highest when identifying diabetic retinopathy which requires an action by the screening programme.

Keyphrases

artificial intelligence
diabetic retinopathy
deep learning
machine learning
big data
optical coherence tomography
convolutional neural network
type diabetes
wound healing