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Christian F. Baumgartner

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

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Aug 15, 2024
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Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions

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Jul 25, 2024
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Conformal Performance Range Prediction for Segmentation Output Quality Control

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Jul 18, 2024
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PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration

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Jul 15, 2024
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Subgroup-Specific Risk-Controlled Dose Estimation in Radiotherapy

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Jul 11, 2024
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Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals

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Jun 08, 2024
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A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset

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Apr 24, 2024
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Unsupervised Anomaly Detection using Aggregated Normative Diffusion

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Dec 04, 2023
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Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?

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Aug 08, 2023
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Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction

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Aug 04, 2023
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