Bart Elen

According to our database, Bart Elen authored at least 10 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CompDiff: Hierarchical Compositional Diffusion for Fair and Zero-Shot Intersectional Medical Image Generation.

Mahmoud K. Ibrahim, Bart Elen, Chang Sun, Gökhan Ertaylan, Michel Dumontier

CoRR, March, 2026

2025

Enabling Granular Subgroup Level Model Evaluations by Generating Synthetic Medical Time Series.

Mahmoud K. Ibrahim, Bart Elen, Chang Sun, Gökhan Ertaylan, Michel Dumontier

CoRR, October, 2025

Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges.

Mahmoud K. Ibrahim, Yasmina Al Khalil, Sina Amirrajab, Chang Sun, Marcel Breeuwer, Josien P. W. Pluim, Bart Elen, Gökhan Ertaylan, Michel Dumontier

Comput. Biol. Medicine, 2025

2023

A generalizable deep learning regression model for automated glaucoma screening from fundus images.

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

npj Digit. Medicine, 2023

2021

Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning.

Ruben Hemelings, Bart Elen, João Barbosa Breda, Erwin Bellon, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans

CoRR, 2021

Glaucoma detection beyond the optic disc: The importance of the peripapillary region using explainable deep learning.

Ruben Hemelings, Bart Elen, João Barbosa Breda, Matthew B. Blaschko, Patrick De Boever, Ingeborg Stalmans

CoRR, 2021

Pathological myopia classification with simultaneous lesion segmentation using deep learning.

Ruben Hemelings, Bart Elen, Matthew B. Blaschko, Julie Jacob, Ingeborg Stalmans, Patrick De Boever

Comput. Methods Programs Biomed., 2021

2019

Artery-vein segmentation in fundus images using a fully convolutional network.

Ruben Hemelings, Bart Elen, Ingeborg Stalmans, Karel van Keer, Patrick De Boever, Matthew B. Blaschko

Comput. Medical Imaging Graph., 2019

2017

Participatory Air Quality Monitoring in Urban Environments: Reconciling Technological Challenges and Participation.

Jan Theunis, Jan Peters, Bart Elen

Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

2013

The Aeroflex: A Bicycle for Mobile Air Quality Measurements.

Bart Elen, Jan Peters, Martine Van Poppel, Nico Bleux, Jan Theunis, Matteo Reggente, Arnout Standaert

Sensors, 2013