126 results on '"Christian Ledig"'
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2. Quantitative assessment of myelination patterns in preterm neonates using T2-weighted MRI
3. Volume Change in Frontal Cholinergic Structures After Traumatic Brain Injury and Cognitive Outcome
4. Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting
5. Differential diagnosis of neurodegenerative diseases using structural MRI data
6. Integrative Analysis of Circulating Metabolite Profiles and Magnetic Resonance Imaging Metrics in Patients with Traumatic Brain Injury
7. Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier
8. Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging.
9. Learning Biomarker Models for Progression Estimation of Alzheimer's Disease.
10. Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification.
11. Brain Extraction Using Label Propagation and Group Agreement: Pincram.
12. Correction: Brain Extraction Using Label Propagation and Group Agreement: Pincram.
13. An Embedding is Worth a Thousand Noisy Labels.
14. Privacy-preserving datasets by capturing feature distributions with Conditional VAEs.
15. Self-supervised Vision Transformer are Scalable Generative Models for Domain Generalization.
16. MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions.
17. Rethinking Model Prototyping through the MedMNIST+ Dataset Collection.
18. unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features.
19. Generative Image Translation for Data Augmentation of Bone Lesion Pathology.
20. Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.
21. Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation.
22. Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network.
23. Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks.
24. Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging.
25. A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation.
26. Differential Dementia Diagnosis on Incomplete Data with Latent Trees.
27. DeepMedic for Brain Tumor Segmentation.
28. Pseudo-healthy Image Synthesis for White Matter Lesion Segmentation.
29. Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation.
30. A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease.
31. Group-constrained manifold learning: Application to AD risk assessment.
32. Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease.
33. Group-Constrained Laplacian Eigenmaps: Longitudinal AD Biomarker Learning.
34. Differences Between MR Brain Region Segmentation Methods: Impact on Single-Subject Analysis.
35. A robust similarity measure for volumetric image registration with outliers.
36. Instantiated mixed effects modeling of Alzheimer's disease markers.
37. Extended boundary shift integral.
38. A robust similarity measure for nonrigid image registration with outliers.
39. Consistent and robust 4D whole-brain segmentation: Application to traumatic brain injury.
40. Automatic quantification of CT images for traumatic brain injury.
41. Contusion segmentation from subjects with Traumatic Brain Injury: A random forest framework.
42. Patch-Based Evaluation of Image Segmentation.
43. Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation.
44. Manifold Alignment and Transfer Learning for Classification of Alzheimer's Disease.
45. Construction of a 4D Brain Atlas and Growth Model Using Diffeomorphic Registration.
46. Generative adversarial networks and adversarial methods in biomedical image analysis.
47. Multi-atlas segmentation with augmented features for cardiac MR images.
48. Robust whole-brain segmentation: Application to traumatic brain injury.
49. Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch.
50. Multi-class brain segmentation using atlas propagation and EM-based refinement.
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