Ruben Hemelings

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	All	Since 2018
Citations	280	280
h-index	6	6
i10-index	4	4

100

201920202021202220231 26 53 99 97

Co-authors

Bart ElenPrincipal deep learning research scientist at VITO HealthVerified email at vito.be
Patrick De BoeverHasselt University, Centre for Environmental SciencesVerified email at uhasselt.be
Matthew BlaschkoKU LeuvenVerified email at esat.kuleuven.be
Joao Barbosa BredaMD, PhD KU Leuven/University of PortoVerified email at kuleuven.be
Karel Van KeerOphthalmology department, University Hospitals LeuvenVerified email at uzleuven.be
Sayeh PourjavanOphthalmologist, Cliniques Universitaires Saint Luc, UCL,Verified email at saintluc.uclouvain.be
Stefan NickelsThe German National Institute for state examinations in Medicine, Pharmacy and Psychotherapy (IMPP)Verified email at impp.de
Andrew WhiteClinical Associate Professor, University of SydneyVerified email at sydney.edu.au
Norbert PfeifferProfessor für OphthalmologieVerified email at unimedizin-mainz.de
Leopold SchmettererMedical University of ViennaVerified email at meduniwien.ac.at
Damon W.K. WongSingapore Eye Research Institute / Nanyang Technological UniversityVerified email at ntu.edu.sg
Jacqueline Chua (BOptom, PhD, FAA...Duke-NUS Graduate Medical School & Singapore Eye Research InstituteVerified email at seri.com.sg
Eirini ChristinakiBiomedical Sciences Group, Department of Neurosciences, Research Group Ophthalmology, KU LeuvenVerified email at kuleuven.be
Anu VaajanenOphthalmologist, eye surgeon, Tampere UniversityVerified email at fimnet.fi
Abegão Pinto LVisual Sciences Study Center, Faculty of Medicine Lisbon UniversityVerified email at campus.ul.pt

Ruben Hemelings

PhD, Singapore Eye Research Institute

Verified email at kuleuven.be

Medical image analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	96	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	80	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	49	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	39	2021
A generalizable deep learning regression model for automated glaucoma screening from fundus images R Hemelings, B Elen, AK Schuster, MB Blaschko, J Barbosa-Breda, ... NPJ Digital Medicine 6 (1), 112, 2023	7	2023
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	7*	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	2	2021
Artificial intelligence for glaucoma: state of the art and future perspectives. R Hemelings, M Pazos, I Stalmans Current Opinion in Ophthalmology, 2023		2023
A prototype protocol for evaluating the real‐world data set using a structured electronic health record in glaucoma S Sulonen, S Leinonen, E Lehtonen, P Hujanen, A Vaajanen, U Syvänen, ... Acta Ophthalmologica, 2023		2023
Predicting glaucomatous visual field progression from baseline fundus photos using deep learning R Hemelings, DWK Wong, J Van Eijgen, J Chua, JB Breda, I Stalmans, ... Investigative Ophthalmology & Visual Science 64 (8), 380-380, 2023		2023
On a quest for solutions R Hemelings Acta Ophthalmologica 100, 2022		2022
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		2022
Translational Vision Science & Technology AT Minhaz, DD Sevgi, S Kwak, A Kim, H Wu, RW Helms, M Bayat, ... Cornea 11, 40, 2022		2022
Deep learning in glaucoma R Hemelings		2021
Artificial intelligence in glaucoma: Assisted diagnosis and risk assessment R Hemelings Acta Ophthalmologica 97, 2019		2019
Artificial intelligence for glaucoma: state of the art and future perspectives RC Barão, R Hemelings, LA Pinto, M Pazos, I Stalmans Current Opinion in Ophthalmology, 10.1097, 0

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