Ruben Hemelings

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 3

Top Topics

Convolutional Neural Network

Diabetic Retinopathy

Cataract Surgery

Top Venues

Acta ophthalmologica

NPJ digital medicine

This page only lists publications with an associated author ORCID identifier.

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 digital medicine 6 (1) (2023)
Sakari Sulonen, Sanna Leinonen, Eemil Lehtonen, Pekko Hujanen, Anu Vaajanen, Ulla Syvänen, Ruben Hemelings, Ingeborg Stalmans, Anja Tuulonen, Hannele Uusitalo-Järvinen
A prototype protocol for evaluating the real-world data set using a structured electronic health record in glaucoma. Acta ophthalmologica (2023)
Ruben Hemelings, Bart Elen, João Barbosa Breda, Sophie Lemmens, Maarten Meire, Sayeh Pourjavan, Evelien Vandewalle, Sara Van de Veire, Matthew B Blaschko, Patrick De Boever, Ingeborg Stalmans
Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning. Acta ophthalmologica 98 (1) (2019)