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Christian Baumgartner

Assistant Professor

University of Lucerne

Switzerland

Research Interests

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Professors in Switzerland Professors in Medical Imaging Medical Imaging professors in Switzerland

Articles (14)

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2023

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2023

Collaborators (3)

Marcelo Victor Wust Zibetti

Assistant Professor

NYU School of Medicine

UNITED STATES

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Thomas Wolfers

Carl-Zeiss Professor for Neural Systems Imaging

Friedrich Schiller University Jena

GERMANY

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Christian M. Schürch

Professor

University Hospital Tübingen

GERMANY

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Christian Baumgartner

Research Interests

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Articles (14)

Unsupervised anomaly detection in medical imaging using aggregated normative diffusion

Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification

Studying therapy effects and disease outcomes in silico using artificial counterfactual tissue samples

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

1930 Estimating uncertainty for AI-based dose modelling in MRI-guided RT using ensemble networks, mean variance estimation and Monte Carlo dropout

Evaluation of an automated laminar cartilage T2 relaxation time analysis method in an early osteoarthritis model

Development and comprehensive clinical validation of a deep neural network for radiation dose modelling to enhance magnetic resonance imaging guided radiotherapy

Mind the Detail: Uncovering Clinically Relevant Image Details in Accelerated MRI with Semantically Diverse Reconstructions

Navigating the unknown: out-of-distribution detection for medical imaging

Subgroup Performance Analysis in Hidden Stratifications

Distribution shift detection for the postmarket surveillance of medical AI algorithms: a retrospective simulation study

Segmentation-Guided MRI Reconstruction for Meaningfully Diverse Reconstructions

K2S Challenge: From Undersampled K-Space to Automatic Segmentation

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

Collaborators (3)

Marcelo Victor Wust Zibetti

Thomas Wolfers

Christian M. Schürch

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