Ruben Hemelings
Ruben Hemelings
PhD Candidate, KU Leuven
Adresse e-mail validée de kuleuven.be
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Artery–vein segmentation in fundus images using a fully convolutional network
R Hemelings, B Elen, I Stalmans, K Van Keer, P De Boever, MB Blaschko
Computerized Medical Imaging and Graphics 76, 101636, 2019
342019
Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning
R Hemelings, B Elen, J Barbosa-Breda, S Lemmens, M Meire, ...
Acta ophthalmologica 98 (1), e94-e100, 2020
282020
Pathological myopia classification with simultaneous lesion segmentation using deep learning
R Hemelings, B Elen, MB Blaschko, J Jacob, I Stalmans, P De Boever
Computer Methods and Programs in Biomedicine 199, 105920, 2021
32021
Deep learning on fundus images detects glaucoma beyond the optic disc
R Hemelings, B Elen, J Barbosa-Breda, MB Blaschko, P De Boever, ...
arXiv preprint arXiv:2103.11895, 2021
1*2021
Convolutional neural network predicts visual field threshold values from optical coherence tomography scans
R Hemelings, B Elen, J Barbosa-Breda, MB Blaschko, P De Boever, ...
Investigative Ophthalmology & Visual Science 62 (8), 1022-1022, 2021
2021
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning
R Hemelings, B Elen, J Barbosa-Breda, E Bellon, MB Blaschko, ...
arXiv preprint arXiv:2106.03793, 2021
2021
Deep learning in glaucoma
R Hemelings
2021
Artificial intelligence in glaucoma: Assisted diagnosis and risk assessment
R Hemelings
Acta Ophthalmologica 97, 2019
2019
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