Jeroen Bertels

Identifiers

• name variant Jeroen Bertels 0.60 · backfill

Papers (15)

1. A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge eess.IV · 2024 · author #37
2. Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels cs.CV · 2023 · author #3
3. DeepVoxNet2: Yet another CNN framework cs.CV · 2022 · author #1
4. Convolutional neural networks for medical image segmentation cs.CV · 2022 · author #1
5. Final infarct prediction in acute ischemic stroke eess.IV · 2022 · author #1
6. Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty cs.CV · 2022 · author #1
7. USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference Annotations eess.IV · 2022 · author #3
8. The Dice loss in the context of missing or empty labels: Introducing $\Phi$ and $\epsilon$ cs.CV · 2022 · author #2
9. On the relationship between calibrated predictors and unbiased volume estimation eess.IV · 2021 · author #2
10. Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging eess.IV · 2020 · author #19
11. Post Training Uncertainty Calibration of Deep Networks For Medical Image Segmentation eess.IV · 2020 · author #3
12. Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index eess.IV · 2020 · author #2
13. Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients eess.IV · 2020 · author #6
14. Optimization with soft Dice can lead to a volumetric bias eess.IV · 2019 · author #1
15. Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice cs.CV · 2019 · author #1

Mentions

• 2403.19425 #37 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2209.13008 #3 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2303.16296 #3 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2211.09569 #1 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2211.09562 #1 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2211.04850 #1 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2207.09521 #2 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2211.04161 #1 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2007.15546 #6 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2112.12560 #2 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2011.11719 #19 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2010.14290 #3 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 2010.13499 #2 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 1911.02278 #1 · arxiv_oai · confidence 0.70 Jeroen Bertels
• 1911.01685 #1 · arxiv_oai · confidence 0.70 Jeroen Bertels

Frequent Coauthors

• Dirk Vandermeulen 11 shared papers
• David Robben 9 shared papers
• Frederik Maes 6 shared papers
• Matthew B. Blaschko 4 shared papers
• Paul Suetens 4 shared papers
• Robin Lemmens 4 shared papers
• Tom Eelbode 4 shared papers
• Arne Brys 3 shared papers
• Sofie Tilborghs 3 shared papers
• Annemiek Snoeckx 2 shared papers
• Bart Ilsen 2 shared papers
• Dirk Smeets 2 shared papers
• Ine Dirks 2 shared papers
• Jef Vandemeulebroucke 2 shared papers
• Johan de Mey 2 shared papers
• Lucas Fidon 2 shared papers
• Maxim Berman 2 shared papers
• Nico Buls 2 shared papers
• Panagiotis Gonidakis 2 shared papers
• Paul M. Parizel 2 shared papers