Ruben Hemelings
Ruben Hemelings
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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
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
Deep learning on fundus images detects glaucoma beyond the optic disc
R Hemelings, B Elen, J Barbosa-Breda, MB Blaschko, P De Boever, ...
Scientific Reports 11, 20313, 2021
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
Pointwise Visual Field Estimation From Optical Coherence Tomography in Glaucoma Using Deep Learning
R Hemelings, B Elen, J Barbosa-Breda, E Bellon, MB Blaschko, ...
Translational vision science & technology 11 (8), 22-22, 2022
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
Pointwise visual field estimation from opposing macular optical coherence tomography B-scan pairings using a 2D convolutional neural network
R Hemelings, D Wong, J Chua, J Van Eijgen, E Christinaki, G Garhofer, ...
Investigative Ophthalmology & Visual Science 63 (7), 2016–A0457-2016–A0457, 2022
Deep learning in glaucoma
R Hemelings
Artificial intelligence in glaucoma: Assisted diagnosis and risk assessment
R Hemelings
Acta Ophthalmologica 97, 2019
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