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44 results on '"Baumgartner, Christian'

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1. Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging

2. Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions

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. Magnetochiral vortex ratchet effect in two-dimensional arrays of $\varphi_0$-Josephson junctions

7. Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals

8. A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta)

9. Unsupervised Anomaly Detection using Aggregated Normative Diffusion

10. Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction

11. Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?

12. Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images

13. Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals

14. Studying Therapy Effects and Disease Outcomes in Silico using Artificial Counterfactual Tissue Samples

15. Multiscale Metamorphic VAE for 3D Brain MRI Synthesis

16. Sign reversal of the AC and DC supercurrent diode effect and 0-$\pi$-like transitions in ballistic Josephson junctions

17. Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations

18. A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images

19. Anisotropic vortex squeezing in synthetic Rashba superconductors: a manifestation of Lifshitz invariants

20. Effect of Rashba and Dresselhaus spin-orbit coupling on supercurrent rectification and magnetochiral anisotropy of ballistic Josephson junctions

21. Supercurrent diode effect and magnetochiral anisotropy in few-layer NbSe$_2$

22. A Josephson junction supercurrent diode

23. Sampling possible reconstructions of undersampled acquisitions in MR imaging

24. Josephson inductance as a probe for highly ballistic semiconductor-superconductor weak links

25. Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation

26. Average motion of emerging solar active region polarities II: Joy's law

27. Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning

28. Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control

29. Ultrasound in Locomotion Research -- The Quest for Wider Views

30. A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation

31. PHiSeg: Capturing Uncertainty in Medical Image Segmentation

32. Semi-Supervised and Task-Driven Data Augmentation

33. Combining Heterogeneously Labeled Datasets For Training Segmentation Networks

34. Learning to Segment Medical Images with Scribble-Supervision Alone

35. A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols

36. Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks

37. On the factors determining the eruptive character of solar flares

38. MR image reconstruction using deep density priors

39. Visual Feature Attribution using Wasserstein GANs

40. An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation

41. Few-layer graphene patterned bottom gates for van der Waals heterostructures

42. Unsupervised domain adaptation in brain lesion segmentation with adversarial networks

43. SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

44. Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies

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