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Hemelings, Ruben
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Issue Date
Title
Author(s)
Type
Cat.
2023
A generalizable deep learning regression model for automated glaucoma screening from fundus images
Hemelings, Ruben
;
Elen, Bart
;
Schuster, Alexander K.
;
Blaschko, Matthew B.
;
Barbosa-Breda, Joao
;
Hujanen, Pekko
;
Junglas, Annika
;
Nickels, Stefan
;
White, Andrew
;
Pfeiffer, Norbert
;
Mitchell, Paul
;
DE BOEVER, Patrick
;
Tuulonen, Anja
;
Stalmans, Ingeborg
Journal Contribution
A1
2022
Pointwise Visual Field Estimation FromOptical Coherence Tomography in Glaucoma Using Deep Learning
Hemelings, Ruben
;
Elen, Bart
;
Barbosa-Breda, Joao
;
Bellon, Erwin
;
Blaschko, Matthew B.
;
DE BOEVER, Patrick
;
Stalmans, Ingeborg
Journal Contribution
A1
2021
Deep learning on fundus images detects glaucoma beyond the optic disc
Hemelings, Ruben
;
Elen, Bart
;
Barbosa-Breda, Joao
;
Blaschko, Matthew B.
;
DE BOEVER, Patrick
;
Stalmans, Ingeborg
Journal Contribution
A1
2021
Pathological myopia classification with simultaneous lesion segmentation using deep learning
Hemelings, Ruben
;
Elen, Bart
;
Blaschko, Matthew B.
;
Jacob, Julie
;
Stalmans, Ingeborg
;
DE BOEVER, Patrick
Journal Contribution
A1
2020
Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning
Hemelings, Ruben
;
Elen, Bart
;
Barbosa-Breda, Joao
;
Lemmens, Sophie
;
Meire, Maarten
;
Pourjavan, Sayeh
;
Vandewalle, Evelien
;
Van de Veire, Sara
;
Blaschko, Matthew B.
;
DE BOEVER, Patrick
;
Stalmans, Ingeborg
Journal Contribution
A1
2019
Artery-vein segmentation in fundus images using a fully convolutional network
Hemelings, Ruben
;
Elend, Bart
;
Stalmans, Ingeborg
;
Van Keer, Karel
;
DE BOEVER, Patrick
;
Blaschko, Matthew B.
Journal Contribution
A1