109 citations · 150 across the 3 of their papers we have counts for
4 papers
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning
Ruben Hemelings, Bart Elen, João Barbosa Breda +4
Background/Aims: Standard Automated Perimetry (SAP) is the gold standard to monitor visual field (VF) loss in glaucoma management, but is prone to intra-subject variability. We dev…
Deep learning on fundus images detects glaucoma beyond the optic disc
Ruben Hemelings, Bart Elen, João Barbosa-Breda +3
Although unprecedented sensitivity and specificity values are reported, recent glaucoma detection deep learning models lack in decision transparency. Here, we propose a methodology…
Pathological myopia classification with simultaneous lesion segmentation using deep learning
Ruben Hemelings, Bart Elen, Matthew B. Blaschko +3
This investigation reports on the results of convolutional neural networks developed for the recently introduced PathologicAL Myopia (PALM) dataset, which consists of 1200 fundus i…
Participatory Patterns in an International Air Quality Monitoring Initiative
Alina Sîrbu, Martin Becker, Saverio Caminiti +17
The issue of sustainability is at the top of the political and societal agenda, being considered of extreme importance and urgency. Human individual action impacts the environment…