Munich Center for Machine Learning

ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports

Katharina Jeblick, Balthasar Schachtner, Jakob Dexl et al.

2023 · 486 Zit.

Explainable AI improves task performance in human–AI collaboration

Julian Senoner, Simon Schallmoser, Bernhard Kratzwald et al.

2024 · 51 Zit.

Responsibility Gaps and Black Box Healthcare AI: Shared Responsibilization as a Solution

Benjamin Lang, Sven Nyholm, Jennifer Blumenthal‐Barby

2023 · 39 Zit.

Radiological age assessment based on clavicle ossification in CT: enhanced accuracy through deep learning

Philipp Wesp, Balthasar Schachtner, Katharina Jeblick et al.

2024 · 8 Zit.

Is Academic Enhancement Possible by Means of Generative AI-Based Digital Twins?

Sven Nyholm

2023 · 7 Zit.

Which LIME Should I Trust? Concepts, Challenges, and Solutions

Patrick Knab, Sascha Marton, Udo Schlegel et al.

2025 · 5 Zit.

MAGDA: Multi-agent Guideline-Driven Diagnostic Assistance

David Bani-Harouni, Nassir Navab, Matthias Keicher

2024 · 4 Zit.

The effect of medical explanations from large language models on diagnostic decisions in radiology

Philipp Spitzer, Dirk Hendriks, Jan Rudolph et al.

2025 · 4 Zit.

PARADIM: A Platform to Support Research at the Interface of Data Science and Medical Imaging

Yannick Lemaréchal, Gabriel Couture, François Pelletier et al.

2025 · 2 Zit.

Specialized curricula for training vision language models in retinal image analysis

Robbie Holland, Thomas R. Taylor, Christopher Holmes et al.

2025 · 2 Zit.

Preventing Harmful Data Practices by using Participatory Input to Navigate the Machine Learning Multiverse

Jan Simson, Fiona Draxler, Samuel A. Mehr et al.

2025 · 1 Zit.

COMPASS-GH is a consensus roadmap for defining standards for safe, accurate and equitable AI in general health queries

Jiazhen Pan, Paul Hager, Moritz Schlager et al.

2026 · 1 Zit.

Fairness in Algorithmic Profiling: The AMAS Case

Eva Achterhold, Monika Mühlböck, Nadia Steiber et al.

2025 · 0 Zit.

Cost‐Effectiveness of AI‐Assisted Detection of Apical Periodontitis on Panoramic Radiographs

Leander Benz, Utku Pul, Tobias Brock et al.

2026 · 0 Zit.

Deep generative models in digital subtraction angiography (DSA) and X-ray angiography: a systematic review

Qiwen Xu, David Rügamer, A. Bender et al.

2026 · 0 Zit.