74 results on '"Baumgartner, Christian'
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2. Navigating Data Scarcity Using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging
3. Conformal Performance Range Prediction for Segmentation Output Quality Control
4. PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration
5. Subgroup-Specific Risk-Controlled Dose Estimation in Radiotherapy
6. Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction
7. Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?
8. SAM-U: Multi-box Prompts Triggered Uncertainty Estimation for Reliable SAM in Medical Image
9. PLMVQA: Applying Pseudo Labels for Medical Visual Question Answering with Limited Data
10. Leveraging Contrastive Learning with SimSiam for the Classification of Primary and Secondary Liver Cancers
11. Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification
12. Anatomy-Aware Lymph Node Detection in Chest CT Using Implicit Station Stratification
13. Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis
14. Noisy-Consistent Pseudo Labeling Model for Semi-supervised Skin Lesion Classification
15. Hybrid Multimodality Fusion with Cross-Domain Knowledge Transfer to Forecast Progression Trajectories in Cognitive Decline
16. Operating Critical Machine Learning Models in Resource Constrained Regimes
17. Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase
18. Data Efficiency of Segment Anything Model for Optic Disc and Cup Segmentation
19. MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction
20. Hessian-Based Similarity Metric for Multimodal Medical Image Registration
21. Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information
22. MAD: Modality Agnostic Distance Measure for Image Registration
23. Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis
24. Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks
25. Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI
26. Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSI
27. Fusion: Bayesian-Based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction
28. BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images
29. Efficient Registration of Longitudinal Studies for Follow-Up Lesion Assessment by Exploiting Redundancy and Composition of Deformations
30. Query Re-Training for Modality-Gnostic Incomplete Multi-modal Brain Tumor Segmentation
31. Outlier Robust Disease Classification via Stochastic Confidence Network
32. Graph-Based Multimodal Multi-lesion DLBCL Treatment Response Prediction from PET Images
33. RPTK: The Role of Feature Computation on Prediction Performance
34. A Two-Species Model for Abnormal Tau Dynamics in Alzheimer’s Disease
35. A New Large-Scale Video Dataset of the Eyelid Opening Degree for Deep Regression-Based PERCLOS Estimation
36. A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching Between Longitudinal Studies
37. FusionNet: A Frame Interpolation Network for 4D Heart Models
38. A Groupwise Method for the Reconstruction of Hypergraph Representation of Resting-State Functional Networks
39. MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction
40. Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer
41. Breaking Down Covariate Shift on Pneumothorax Chest X-Ray Classification
42. Confidence-Aware and Self-supervised Image Anomaly Localisation
43. Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis
44. Examining the Effects of Slice Thickness on the Reproducibility of CT Radiomics for Patients with Colorectal Liver Metastases
45. Bayesian Uncertainty Estimation in Landmark Localization Using Convolutional Gaussian Processes
46. How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation
47. Benchmarking Scalable Epistemic Uncertainty Quantification in Organ Segmentation
48. Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation
49. RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification
50. Propagation and Attribution of Uncertainty in Medical Imaging Pipelines
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