Ruben Hemelings

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Regression Model

Top Venues

npj Digit. Medicine

Comput. Methods Programs Biomed.

Comput. Medical Imaging Graph.

Publications

Ruben Hemelings, Bart Elen, Alexander K. Schuster, Matthew B. Blaschko, João Barbosa Breda, Pekko Hujanen, Annika Junglas, Stefan Nickels, Andrew White, Norbert Pfeiffer, Paul Mitchell, Patrick De Boever, Anja Tuulonen, Ingeborg Stalmans
A generalizable deep learning regression model for automated glaucoma screening from fundus images. npj Digit. Medicine 6 (2023)
Ruben Hemelings, Bart Elen, João Barbosa Breda, Erwin Bellon, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning. CoRR (2021)
Ruben Hemelings, Bart Elen, João Barbosa Breda, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans
Glaucoma detection beyond the optic disc: The importance of the peripapillary region using explainable deep learning. CoRR (2021)
Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever
Pathological myopia classification with simultaneous lesion segmentation using deep learning. Comput. Methods Programs Biomed. 199 (2021)
Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever
Pathological myopia classification with simultaneous lesion segmentation using deep learning. CoRR (2020)
Ruben Hemelings, Bart Elen, Ingeborg Stalmans, Karel van Keer, Patrick De Boever, Matthew B. Blaschko
Artery-vein segmentation in fundus images using a fully convolutional network. Comput. Medical Imaging Graph. 76 (2019)