Creating realistic anterior segment optical coherence tomography images using generative adversarial networks.

Jad F AssafAnthony Abou MradDan Z ReinsteinGuillermo AmescuaCyril ZakkaTimothy J ArcherJeffrey YammineElsa LamahMichèle HaykalShady T Awwad

Published in: The British journal of ophthalmology (2024)

This study successfully developed and leveraged GANs capable of generating high-definition synthetic AS-OCT images that are realistic and suitable for machine learning and image analysis tasks.

Keyphrases

optical coherence tomography
machine learning
deep learning
diabetic retinopathy
convolutional neural network
optic nerve
artificial intelligence
big data
network analysis