research
∙
07/25/2023
QuickQual: Lightweight, convenient retinal image quality scoring with off-the-shelf pretrained models
Image quality remains a key problem for both traditional and deep learni...
share
research
∙
07/03/2023
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline
Retinal vascular phenotypes, derived from low-cost, non-invasive retinal...
research
∙
07/12/2022
Robust and efficient computation of retinal fractal dimension through deep approximation
A retinal trait, or phenotype, summarises a specific aspect of a retinal...
research
∙
03/11/2022
Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions
Ultra-widefield (UWF) imaging is a promising modality that captures a la...
research
∙
12/17/2021
Global explainability in aligned image modalities
Deep learning (DL) models are very effective on many computer vision pro...
research
∙
08/20/2020