74 results on '"Menze, Bjoern H."'
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2. Velocity-To-Pressure (V2P) - Net: Inferring Relative Pressures from Time-Varying 3D Fluid Flow Velocities
3. Cranial Implant Prediction Using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement
4. Reliable Saliency Maps for Weakly-Supervised Localization of Disease Patterns
5. Inferring the 3D Standing Spine Posture from 2D Radiographs
6. Grading Loss: A Fracture Grade-Based Metric Loss for Vertebral Fracture Detection
7. Robustification of Segmentation Models Against Adversarial Perturbations in Medical Imaging
8. Reinforced Redetection of Landmark in Pre- and Post-operative Brain Scan Using Anatomical Guidance for Image Alignment
9. A Baseline for Predicting Glioblastoma Patient Survival Time with Classical Statistical Models and Primitive Features Ignoring Image Information
10. Vertebral Labelling in Radiographs: Learning a Coordinate Corrector to Enforce Spinal Shape
11. Conditioned Variational Auto-encoder for Detecting Osteoporotic Vertebral Fractures
12. FedCostWAvg: A New Averaging for Better Federated Learning
13. Shape-Aware Complementary-Task Learning for Multi-organ Segmentation
14. Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis
15. Hierarchical Multi-class Segmentation of Glioma Images Using Networks with Multi-level Activation Function
16. Multi-level Activation for Segmentation of Hierarchically-Nested Classes
17. Impact of Temporal Heterogeneity of Acute Hypoxia on the Radiation Response of Experimental Tumors
18. Attention-Driven Deep Learning for Pathological Spine Segmentation
19. Btrfly Net: Vertebrae Labelling with Energy-Based Adversarial Learning of Local Spine Prior
20. Deep Learning with Synthetic Diffusion MRI Data for Free-Water Elimination in Glioblastoma Cases
21. DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual Learning
22. Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss
23. Grading Loss: A Fracture Grade-Based Metric Loss for Vertebral Fracture Detection
24. Cranial Implant Prediction Using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement
25. Inferring the 3D Standing Spine Posture from 2D Radiographs
26. Robustification of Segmentation Models Against Adversarial Perturbations in Medical Imaging
27. Reinforced Redetection of Landmark in Pre- and Post-operative Brain Scan Using Anatomical Guidance for Image Alignment
28. A Baseline for Predicting Glioblastoma Patient Survival Time with Classical Statistical Models and Primitive Features Ignoring Image Information
29. Multi-modal Image Classification Using Low-Dimensional Texture Features for Genomic Brain Tumor Recognition
30. Uncertainty Estimation in Vascular Networks
31. Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction
32. Cell Lineage Tracing in Lens-Free Microscopy Videos
33. Quantification of Metabolites in Magnetic Resonance Spectroscopic Imaging Using Machine Learning
34. Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints
35. A Nonparametric Growth Model for Brain Tumor Segmentation in Longitudinal MR Sequences
36. Stroke Lesion Segmentation Using a Probabilistic Atlas of Cerebral Vascular Territories
37. Simultaneous Parameter Mapping, Modality Synthesis, and Anatomical Labeling of the Brain with MR Fingerprinting
38. Spatially Adaptive Spectral Denoising for MR Spectroscopic Imaging using Frequency-Phase Non-local Means
39. The Minimum Cost Connected Subgraph Problem in Medical Image Analysis
40. Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields
41. Hierarchical Multi-class Segmentation of Glioma Images Using Networks with Multi-level Activation Function
42. Shape-Aware Complementary-Task Learning for Multi-organ Segmentation
43. Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing
44. Extracting Vascular Networks under Physiological Constraints via Integer Programming
45. TGIF: Topological Gap In-Fill for Vascular Networks : A Generative PhysiologicalModeling Approach
46. Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013)
47. Deep Learning with Synthetic Diffusion MRI Data for Free-Water Elimination in Glioblastoma Cases
48. Attention-Driven Deep Learning for Pathological Spine Segmentation
49. Btrfly Net: Vertebrae Labelling with Energy-Based Adversarial Learning of Local Spine Prior
50. DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual Learning
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