GAN

Synthetic Ground-truth Image-based Drusen Segmentation in OCT Images: A Novel Approach Based on Sinusoidal Image Deformations and Generative Adversarial Networks

Synthetic ground-truth drusen segmentation in OCT via sinusoidal deformations + GANs — annotation-free training pipeline.

Jun 1, 2025

Deep-Learning-Based Choroid Vessel Segmentation Using Feature Maps of ResUNet GAN Autoencoder Architecture

Choroid vessel segmentation in OCT using ResUNet GAN autoencoder feature maps — supports automated CVI estimation.

Jun 1, 2025

Robust Retinal Layer Segmentation Using OCT B-Scans: A Novel Approach Based on Pix2Pix Generative Adversarial Network

Robust retinal layer segmentation using OCT B-scans with Pix2Pix GAN.

Jan 1, 2023