77 results on '"Menze, Bjoern H."'
Search Results
2. FedCostWAvg: A New Averaging for Better Federated Learning
3. Landmark-Free Statistical Shape Modeling Via Neural Flow Deformations
4. Physiology-Based Simulation of the Retinal Vasculature Enables Annotation-Free Segmentation of OCT Angiographs
5. Velocity-To-Pressure (V2P) - Net: Inferring Relative Pressures from Time-Varying 3D Fluid Flow Velocities
6. Vertebral Labelling in Radiographs: Learning a Coordinate Corrector to Enforce Spinal Shape
7. Grading Loss: A Fracture Grade-Based Metric Loss for Vertebral Fracture Detection
8. Cranial Implant Prediction Using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement
9. Inferring the 3D Standing Spine Posture from 2D Radiographs
10. Robustification of Segmentation Models Against Adversarial Perturbations in Medical Imaging
11. Reinforced Redetection of Landmark in Pre- and Post-operative Brain Scan Using Anatomical Guidance for Image Alignment
12. A Baseline for Predicting Glioblastoma Patient Survival Time with Classical Statistical Models and Primitive Features Ignoring Image Information
13. Conditioned Variational Auto-encoder for Detecting Osteoporotic Vertebral Fractures
14. Hierarchical Multi-class Segmentation of Glioma Images Using Networks with Multi-level Activation Function
15. Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis
16. Shape-Aware Complementary-Task Learning for Multi-organ Segmentation
17. Impact of Temporal Heterogeneity of Acute Hypoxia on the Radiation Response of Experimental Tumors
18. Deep Learning with Synthetic Diffusion MRI Data for Free-Water Elimination in Glioblastoma Cases
19. Attention-Driven Deep Learning for Pathological Spine Segmentation
20. Btrfly Net: Vertebrae Labelling with Energy-Based Adversarial Learning of Local Spine Prior
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. Multi-modal Image Classification Using Low-Dimensional Texture Features for Genomic Brain Tumor Recognition
24. Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints
25. Cell Lineage Tracing in Lens-Free Microscopy Videos
26. Uncertainty Estimation in Vascular Networks
27. Quantification of Metabolites in Magnetic Resonance Spectroscopic Imaging Using Machine Learning
28. Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction
29. A Nonparametric Growth Model for Brain Tumor Segmentation in Longitudinal MR Sequences
30. Spatially Adaptive Spectral Denoising for MR Spectroscopic Imaging using Frequency-Phase Non-local Means
31. Stroke Lesion Segmentation Using a Probabilistic Atlas of Cerebral Vascular Territories
32. Simultaneous Parameter Mapping, Modality Synthesis, and Anatomical Labeling of the Brain with MR Fingerprinting
33. The Minimum Cost Connected Subgraph Problem in Medical Image Analysis
34. Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields
35. Rekonstruktion zerebraler Gefässnetzwerke aus in-vivo μMRA mittels physiologischem Vorwissen zur lokalen Gefässgeometrie
36. Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing
37. TGIF: Topological Gap In-Fill for Vascular Networks
38. Extracting Vascular Networks under Physiological Constraints via Integer Programming
39. Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013)
40. Oblique Random Forests for 3-D Vessel Detection Using Steerable Filters and Orthogonal Subspace Filtering
41. Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model
42. Fast Anatomical Structure Localization Using Top-Down Image Patch Regression
43. Cloud–Based Evaluation Framework for Big Data
44. Multi-Temporal Classification of Multi-Spectral Images for Settlement Survey in Northeastern Syria
45. Bringing the Algorithms to the Data: Cloud–Based Benchmarking for Medical Image Analysis
46. Predicting the Location of Glioma Recurrence after a Resection Surgery
47. A Generative Approach for Image-Based Modeling of Tumor Growth
48. On Oblique Random Forests
49. Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations
50. Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
Catalog
Books, media, physical & digital resources
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.