David Alonso-Caneiro

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Top Venues

Comput. Biol. Medicine

Comput. Vis. Image Underst.

Publications

Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins
Enhanced OCT chorio-retinal segmentation in low-data settings with semi-supervised GAN augmentation using cross-localisation. Comput. Vis. Image Underst. 237 (2023)
Yoel F. Garcia-Marin, David Alonso-Caneiro, Damien Fisher, Stephen J. Vincent, Michael J. Collins
Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance. Comput. Biol. Medicine 152 (2023)
Ignacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
Deep learning in retinal optical coherence tomography (OCT): A comprehensive survey. Neurocomputing 507 (2022)
Ignacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN. Sensors 22 (5) (2022)
Ignacio A. Viedma, David Alonso-Caneiro, Scott A. Read, Michael J. Collins
OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentation. DICTA (2021)
Mark C. Allenby, Ee Shern Liang, James Harvey, Maria A. Woodruff, Marita Prior, Craig D. Winter, David Alonso-Caneiro
Detection of clustered anomalies in single-voxel morphometry as a rapid automated method for identifying intracranial aneurysms. Comput. Medical Imaging Graph. 89 (2021)
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks. Neural Comput. Appl. 33 (13) (2021)
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Michael J. Collins
OCT chorio-retinal segmentation with adversarial loss. DICTA (2021)
David Alonso-Caneiro, Jason Kugelman, Janelle Tong, Michael Kalloniatis, Fred K. Chen, Scott A. Read, Michael J. Collins
Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images. DICTA (2021)
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography. DICTA (2020)
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation. IEEE Access 8 (2020)
Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks. DICTA (2019)
David Alonso-Caneiro, Jason Kugelman, Jared Hamwood, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins
Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods. ACCV Workshops (2018)
David Alonso-Caneiro, D. Robert Iskander, Michael J. Collins
Assessment of Tear Film Surface Quality Using Dynamic-Area High-Speed Videokeratoscopy. IEEE Trans. Biomed. Eng. 56 (5) (2009)
David Alonso-Caneiro, D. Robert Iskander, Michael J. Collins
Estimating Corneal Surface Topography in Videokeratoscopy in the Presence of Strong Signal Interference. IEEE Trans. Biomed. Eng. 55 (10) (2008)
David Alonso-Caneiro, D. Robert Iskander, Michael J. Collins
Computationally efficient interference detection in videokeratoscopy images. MMSP (2008)