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David Robben

Identifiers

  • name variant David Robben 0.60 · backfill

Papers (19)

  1. ISLES'24 -- A Real-World Longitudinal Multimodal Stroke Dataset cs.CV · 2024 · author #9
  2. ISLES'24: Final Infarct Prediction with Multimodal Imaging and Clinical Data. Where Do We Stand? eess.IV · 2024 · author #9
  3. A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge eess.IV · 2024 · author #11
  4. DeepVoxNet2: Yet another CNN framework cs.CV · 2022 · author #2
  5. Convolutional neural networks for medical image segmentation cs.CV · 2022 · author #2
  6. Final infarct prediction in acute ischemic stroke eess.IV · 2022 · author #2
  7. Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty cs.CV · 2022 · author #2
  8. The Dice loss in the context of missing or empty labels: Introducing $\Phi$ and $\epsilon$ cs.CV · 2022 · author #3
  9. ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset cs.CV · 2022 · author #11
  10. Differentiable Deconvolution for Improved Stroke Perfusion Analysis eess.IV · 2021 · author #2
  11. Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging eess.IV · 2020 · author #25
  12. Unsupervised 3D Brain Anomaly Detection eess.IV · 2020 · author #4
  13. AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning eess.IV · 2020 · author #5
  14. 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 #18
  15. Improved inter-scanner MS lesion segmentation by adversarial training on longitudinal data eess.IV · 2020 · author #4
  16. Optimization with soft Dice can lead to a volumetric bias eess.IV · 2019 · author #2
  17. Detection of vertebral fractures in CT using 3D Convolutional Neural Networks eess.IV · 2019 · author #3
  18. Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning cs.CV · 2018 · author #1
  19. Perfusion parameter estimation using neural networks and data augmentation cs.CV · 2018 · author #1

Mentions

  • 2403.19425 #11 · arxiv_oai · confidence 0.70 David Robben
  • 2408.10966 #9 · arxiv_oai · confidence 0.70 David Robben
  • 2408.11142 #9 · arxiv_oai · confidence 0.70 David Robben
  • 2206.06694 #11 · arxiv_oai · confidence 0.70 David Robben
  • 2211.09569 #2 · arxiv_oai · confidence 0.70 David Robben
  • 2211.09562 #2 · arxiv_oai · confidence 0.70 David Robben
  • 2211.04850 #2 · arxiv_oai · confidence 0.70 David Robben
  • 2207.09521 #3 · arxiv_oai · confidence 0.70 David Robben
  • 2211.04161 #2 · arxiv_oai · confidence 0.70 David Robben
  • 2010.01617 #5 · arxiv_oai · confidence 0.70 David Robben
  • 2007.15546 #18 · arxiv_oai · confidence 0.70 David Robben
  • 2011.11719 #25 · arxiv_oai · confidence 0.70 David Robben
  • 2010.04717 #4 · arxiv_oai · confidence 0.70 David Robben
  • 2103.17111 #2 · arxiv_oai · confidence 0.70 David Robben
  • 2002.00952 #4 · arxiv_oai · confidence 0.70 David Robben
  • 1911.02278 #2 · arxiv_oai · confidence 0.70 David Robben
  • 1911.01816 #3 · arxiv_oai · confidence 0.70 David Robben
  • 1812.02496 #1 · arxiv_oai · confidence 0.70 David Robben
  • 1810.04898 #1 · arxiv_oai · confidence 0.70 David Robben

Frequent Coauthors