Comparison of Autonomous AS-OCT Deep Learning Algorithm and Clinical Dry Eye Tests in Diagnosis of Dry Eye Disease.

Collin ChaseAmr ElsawyTaher K EleiwaEyup OzcanMohamed TolbaMohamed Abou Shousha

Published in: Clinical ophthalmology (Auckland, N.Z.) (2021)

Based on preliminary results, reliable autonomous diagnosis of DED with our deep learning model was achieved, when compared with standard dry eye clinical tests that correlated significantly more or similarly to diagnoses made by cornea specialist ophthalmologists.

Keyphrases

deep learning
machine learning
artificial intelligence
convolutional neural network
optical coherence tomography
diabetic retinopathy