1 citations · 1 across the 1 of their papers we have counts for
3 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…