A CNN-aided method to predict glaucoma progression using DARC (Detection of Apoptosing Retinal Cells).

Eduardo M Normando Timothy E YapJohn MaddisonSerge MiodragovicPaolo BonettiMelanie AlmonteNada G MohammadSally AmeenLaura CrawleyFaisal AhmedPhilip A BloomMaria Francesca Cordeiro

Published in: Expert review of molecular diagnostics (2020)

This CNN-enabled algorithm provides an automated and objective measure of DARC, promoting its use as an AI-aided biomarker for predicting glaucoma progression and testing new drugs.

Keyphrases

optic nerve
convolutional neural network
induced apoptosis
cell cycle arrest
deep learning
optical coherence tomography
machine learning
artificial intelligence
diabetic retinopathy
loop mediated isothermal amplification
cell death
oxidative stress
quantum dots