Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods. - David Alonso-Caneiro; Jason Kugelman; Jared Hamwood; Scott A. Read; Stephen J. Vincent; Fred K. Chen; Michael J. Collins 001 (ACCV Workshops, 2018)

Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Fred K. Chen; Michael J. Collins 001 (DICTA, 2019)

Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Fred K. Chen; Michael J. Collins 001 (DICTA, 2020)

Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Fred K. Chen; Michael J. Collins 001 (IEEE Access, 2020)

Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images. - David Alonso-Caneiro; Jason Kugelman; Janelle Tong; Michael Kalloniatis; Fred K. Chen; Scott A. Read; Michael J. Collins 001 (DICTA, 2021)

Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Fred K. Chen; Michael J. Collins 001 (Neural Comput. Appl., 2021)

Improving OCT Image Reconstruction Through Multi-Input GANs with Gated Attention. - Maryam Mehdizadeh; Cara MacNish; David Alonso-Caneiro; Ashley Gillman; Sajib Saha; Fred K. Chen (DICTA, 2024)

Artificial intelligence techniques in inherited retinal diseases: A review. - Han Trinh; Jordan Vice; Jason Charng; Zahra Tajbakhsh; Khyber Alam; Fred K. Chen; Ajmal Mian (CoRR, 2024)