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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...
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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...
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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...
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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...
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12/17/2021
Global explainability in aligned image modalities
Deep learning (DL) models are very effective on many computer vision pro...
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02/16/2021
Euler Characteristic Surfaces
We study the use of the Euler characteristic for multiparameter topologi...
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12/20/2019