109 citations · 150 across the 3 of their papers we have counts for
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eess.IV2021★ 1 cited
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…
eess.IV2021★ 109 cited
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…