Computationally efficient interference detection in videokeratoscopy images. - David Alonso-Caneiro; D. Robert Iskander; Michael J. Collins 001 (MMSP, 2008)

Estimating Corneal Surface Topography in Videokeratoscopy in the Presence of Strong Signal Interference. - David Alonso-Caneiro; D. Robert Iskander; Michael J. Collins 001 (IEEE Trans. Biomed. Eng., 2008)

Assessment of Tear Film Surface Quality Using Dynamic-Area High-Speed Videokeratoscopy. - David Alonso-Caneiro; D. Robert Iskander; Michael J. Collins 001 (IEEE Trans. Biomed. Eng., 2009)

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)

OCT chorio-retinal segmentation with adversarial loss. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Michael J. Collins 001 (DICTA, 2021)

OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentation. - Ignacio A. Viedma; David Alonso-Caneiro; Scott A. Read; Michael J. Collins 001 (DICTA, 2021)

Detection of clustered anomalies in single-voxel morphometry as a rapid automated method for identifying intracranial aneurysms. - Mark C. Allenby; Ee Shern Liang; James Harvey; Maria A. Woodruff; Marita Prior; Craig D. Winter; David Alonso-Caneiro (Comput. Medical Imaging Graph., 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)

Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey. - Ignacio A. Viedma; David Alonso-Caneiro; Scott A. Read; Michael J. Collins 001 (Neurocomputing, 2022)

OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN. - Ignacio A. Viedma; David Alonso-Caneiro; Scott A. Read; Michael J. Collins 001 (Sensors, 2022)

Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance. - Yoel F. Garcia-Marin; David Alonso-Caneiro; Damien Fisher; Stephen J. Vincent; Michael J. Collins 001 (Comput. Biol. Medicine, 2023)

Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Michael J. Collins 001 (Comput. Vis. Image Underst., 2023)

Speckle Feature Classification for Optical Coherence Tomography Flow Rate Assessment. - Samaneh Hashemi; David Alonso-Caneiro; Michael J. Collins 001; Scott A. Read; Zhiyong Li (DICTA, 2024)

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)

A Variational Autoencoder Approach for Blink Detection in Mobile Eye Tracking Devices. - Mahdi Heravian Shandiz; David Alonso-Caneiro; Scott A. Read; Michael J. Collins 001 (DICTA, 2024)

Enhancing OCT patch-based segmentation with improved GAN data augmentation and semi-supervised learning. - Jason Kugelman; David Alonso-Caneiro; Scott A. Read; Stephen J. Vincent; Michael J. Collins 001 (Neural Comput. Appl., 2024)