A review of generative adversarial network applications in optical coherence tomography image analysis

por Kugelman, Jason, Alonso-Caneiro, David, Read, Scott A., Collins, Michael J.
Publicado 2022

Deep feature loss to denoise OCT images using deep neural networks

por Mehdizadeh, Maryam, MacNish, Cara, Xiao, Di, Alonso-Caneiro, David, Kugelman, Jason, Bennamoun, Mohammed
Publicado 2021

Automatic choroidal segmentation in OCT images using supervised deep learning methods

por Kugelman, Jason, Alonso-Caneiro, David, Read, Scott A., Hamwood, Jared, Vincent, Stephen J., Chen, Fred K., Collins, Michael J.
Publicado 2019

Retinal Boundary Segmentation in Stargardt Disease Optical Coherence Tomography Images Using Automated Deep Learning

por Kugelman, Jason, Alonso-Caneiro, David, Chen, Yi, Arunachalam, Sukanya, Huang, Di, Vallis, Natasha, Collins, Michael J., Chen, Fred K.
Publicado 2020

A comparison of deep learning U-Net architectures for posterior segment OCT retinal layer segmentation

por Kugelman, Jason, Allman, Joseph, Read, Scott A., Vincent, Stephen J., Tong, Janelle, Kalloniatis, Michael, Chen, Fred K., Collins, Michael J., Alonso-Caneiro, David
Publicado 2022