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Marleen de Bruijne

Identifiers

  • name variant Marleen de Bruijne 0.60 · backfill

Papers (24)

  1. Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia cs.LG · 2019 · author #5
  2. An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images cs.CV · 2018 · author #2
  3. Learning to quantify emphysema extent: What labels do we need? cs.CV · 2018 · author #5
  4. Deep Learning from Label Proportions for Emphysema Quantification cs.CV · 2018 · author #8
  5. Hydranet: Data Augmentation for Regression Neural Networks cs.CV · 2018 · author #7
  6. Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema in chest CT scans cs.CV · 2018 · author #6
  7. Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis cs.CV · 2018 · author #2
  8. Extraction of Airways using Graph Neural Networks cs.CV · 2018 · author #6
  9. Mean Field Network based Graph Refinement with application to Airway Tree Extraction cs.CV · 2018 · author #5
  10. Quantification of Lung Abnormalities in Cystic Fibrosis using Deep Networks cs.CV · 2018 · author #5
  11. 3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI cs.CV · 2018 · author #7
  12. Extraction of Airways with Probabilistic State-space Models and Bayesian Smoothing cs.CV · 2017 · author #4
  13. Early Experiences with Crowdsourcing Airway Annotations in Chest CT cs.CV · 2017 · author #5
  14. Automatic Emphysema Detection using Weakly Labeled HRCT Lung Images cs.CV · 2017 · author #8
  15. Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks cs.CV · 2017 · author #8
  16. GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network cs.CV · 2017 · author #7
  17. Label Stability in Multiple Instance Learning cs.CV · 2017 · author #4
  18. Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners cs.CV · 2017 · author #5
  19. Classification of COPD with Multiple Instance Learning cs.CV · 2017 · author #6
  20. Transfer learning for multi-center classification of chronic obstructive pulmonary disease cs.CV · 2017 · author #6
  21. Extraction of airway trees using multiple hypothesis tracking and template matching cs.CV · 2016 · author #4
  22. Quantification and visualization of variation in anatomical trees stat.AP · 2014 · author #4
  23. Geometric tree kernels: Classification of COPD from airway tree geometry cs.CV · 2013 · author #7
  24. Towards a theory of statistical tree-shape analysis stat.ME · 2012 · author #3

Mentions

  • 1410.2466 #4 · backfill · confidence 0.70 Marleen de Bruijne
  • 1303.7390 #7 · backfill · confidence 0.70 Marleen de Bruijne
  • 1207.5371 #3 · backfill · confidence 0.70 Marleen de Bruijne

Frequent Coauthors