Assessment of air quality microsensors versus reference methods: The EuNetAir joint exercise C Borrego, AM Costa, J Ginja, M Amorim, M Coutinho, K Karatzas, ... Atmospheric Environment 147, 246-263, 2016 | 271 | 2016 |
The Aeroflex: a bicycle for mobile air quality measurements B Elen, J Peters, M Van Poppel, N Bleux, J Theunis, M Reggente, ... Sensors 13 (1), 221-240, 2012 | 158 | 2012 |
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 | 121 | 2019 |
Assessment of air quality microsensors versus reference methods: The EuNetAir Joint Exercise–Part II C Borrego, J Ginja, M Coutinho, C Ribeiro, K Karatzas, T Sioumis, ... Atmospheric Environment 193, 127-142, 2018 | 118 | 2018 |
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 | 109 | 2020 |
Health impact model for modal shift from car use to cycling or walking in Flanders: application to two bicycle highways J Buekers, E Dons, B Elen, LI Panis Journal of Transport & Health 2 (4), 549-562, 2015 | 92 | 2015 |
Opportunistic mobile air pollution monitoring: a case study with city wardens in Antwerp J Van den Bossche, J Theunis, B Elen, J Peters, D Botteldooren, ... Atmospheric environment 141, 408-421, 2016 | 76 | 2016 |
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 (1), 20313, 2021 | 70 | 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 | 55 | 2021 |
Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal images N Gerrits, B Elen, TV Craenendonck, D Triantafyllidou, IN Petropoulos, ... Scientific reports 10 (1), 9432, 2020 | 53 | 2020 |
Participatory patterns in an international air quality monitoring initiative A Sîrbu, M Becker, S Caminiti, B De Baets, B Elen, L Francis, P Gravino, ... PLOS one 10 (8), e0136763, 2015 | 45 | 2015 |
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 | 34 | 2023 |
The EveryAware SensorBox: a tool for community-based air quality monitoring B Elen, J Theunis, S Ingarra, A Molino, J Van den Bossche, M Reggente, ... Sensing a Changing World 156, 2012 | 33 | 2012 |
Systematic comparison of heatmapping techniques in deep learning in the context of diabetic retinopathy lesion detection T Van Craenendonck, B Elen, N Gerrits, P De Boever Translational vision science & technology 9 (2), 64-64, 2020 | 22 | 2020 |
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 | 16 | 2022 |
Participatory air quality monitoring in urban environments: reconciling technological challenges and participation J Theunis, J Peters, B Elen Participatory sensing, opinions and collective awareness, 255-271, 2017 | 16 | 2017 |
Artificial intelligence software for diabetic eye screening: diagnostic performance and impact of stratification F Peeters, S Rommes, B Elen, N Gerrits, I Stalmans, J Jacob, P De Boever Journal of Clinical Medicine 12 (4), 1408, 2023 | 6 | 2023 |
A middleware pattern to support complex sensor network applications B Elen, S Michiels, W Joosen, P Verbaeten ACM SIGPLAN, 22-26, 2006 | 5 | 2006 |
Convolutional neural network predicts visual field threshold values from optical coherence tomography scans R Hemelings, B Elen, JB Breda, MB Blaschko, P De Boever, I Stalmans Investigative Ophthalmology & Visual Science 62 (8), 1022-1022, 2021 | 4 | 2021 |
Glaucoma detection beyond the optic disc: the importance of the peripapillary region using explainable deep learning R Hemelings, B Elen, J Barbosa Breda, MB Blaschko, P De Boever, ... arXiv e-prints, arXiv: 2103.11895, 2021 | 3 | 2021 |