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Martin Rajchl

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Papers (19)

  1. Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging cs.CV · 2018 · author #5
  2. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge cs.CV · 2018 · author #285
  3. Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling cs.CV · 2018 · author #7
  4. Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging cs.CV · 2018 · author #3
  5. NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines cs.CV · 2018 · author #1
  6. DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images cs.CV · 2017 · author #7
  7. Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation cs.CV · 2017 · author #7
  8. Implicit Weight Uncertainty in Neural Networks stat.ML · 2017 · author #4
  9. Automated cardiovascular magnetic resonance image analysis with fully convolutional networks cs.CV · 2017 · author #5
  10. Employing Weak Annotations for Medical Image Analysis Problems cs.CV · 2017 · author #1
  11. Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks cs.CV · 2017 · author #4
  12. PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI cs.CV · 2016 · author #3
  13. Learning under Distributed Weak Supervision cs.CV · 2016 · author #1
  14. DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks cs.CV · 2016 · author #1
  15. Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies cs.CV · 2016 · author #2
  16. A Proximal Bregman Projection Approach to Continuous Max-Flow Problems Using Entropic Distances cs.CV · 2015 · author #2
  17. A Continuous Max-Flow Approach to Multi-Labeling Problems under Arbitrary Region Regularization cs.CV · 2014 · author #2
  18. RANCOR: Non-Linear Image Registration with Total Variation Regularization cs.CV · 2014 · author #1
  19. A Continuous Max-Flow Approach to General Hierarchical Multi-Labeling Problems cs.CV · 2014 · author #2

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