Real-world evaluation of smartphone-based artificial intelligence to screen for diabetic retinopathy in Dominica: a clinical validation study.

Oliver KempCovadonga BascaranEdyta CartwrightLauren McQuillanNanda MatthewHazel Shillingford-RickettsMarcia ZondervanAllen FosterMatthew Burton

Published in: BMJ open ophthalmology (2023)

This study provides evidence that AI has the potential to be deployed to assist a diabetic screening programme in a middle-income real-world setting and perform with reasonable accuracy compared with a specialist grader.

Keyphrases

artificial intelligence
diabetic retinopathy
machine learning
big data
deep learning
optical coherence tomography
type diabetes
palliative care
physical activity
high throughput
mental health
randomized controlled trial
study protocol
clinical trial
single cell