11 citations · 17 across the 5 of their papers we have counts for
5 papers
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
Optical coherence tomography (OCT) and confocal microscopy are pivotal in retinal imaging, offering distinct advantages and limitations. In vivo OCT offers rapid, non-invasive imag…
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
In the realm of medical image fusion, integrating information from various modalities is crucial for improving diagnostics and treatment planning, especially in retinal health, whe…
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
Optical coherence tomography (OCT) and confocal microscopy are pivotal in retinal imaging, each presenting unique benefits and limitations. In-vivo OCT offers rapid, non-invasive i…
Optimal Transport-based Graph Matching for 3D retinal OCT image registration
Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson +1
Registration of longitudinal optical coherence tomography (OCT) images assists disease monitoring and is essential in image fusion applications. Mouse retinal OCT images are often…
Non-convex Super-resolution of OCT images via sparse representation
Gabriele Scrivanti, Luca Calatroni, Serena Morigi +2
We propose a non-convex variational model for the super-resolution of Optical Coherence Tomography (OCT) images of the murine eye, by enforcing sparsity with respect to suitable di…