Explainable artificial intelligence model for the detection of geographic atrophy using colour retinal photographs.

Valentina SaraoDaniele VerittiAxel De NardinMicaela MisciagnaGianluca ForestiPaolo Lanzetta

Published in: BMJ open ophthalmology (2023)

Our explainable AI model exhibits excellent performance in detecting GA using colour retinal images. With its high sensitivity, specificity and overall diagnostic accuracy, the AI model stands as a powerful tool for the automated diagnosis of GA.

Keyphrases

artificial intelligence
deep learning
machine learning
optical coherence tomography
big data
pet ct
diabetic retinopathy
convolutional neural network
high throughput
optic nerve
sensitive detection
real time pcr