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 · 502 Zit.

Explainable AI improves task performance in human–AI collaboration

Julian Senoner, Simon Schallmoser, Bernhard Kratzwald et al.

2024 · 64 Zit.

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

Benjamin Lang, Sven Nyholm, Jennifer Blumenthal‐Barby

2023 · 43 Zit.

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

Patrick Knab, Sascha Marton, Udo Schlegel et al.

2025 · 8 Zit.

Artificial intelligence–based rapid brain volumetry substantially improves differential diagnosis in dementia

Jan Rudolph, Johannes Rueckel, Jörg Döpfert et al.

2024 · 8 Zit.

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

Sven Nyholm

2023 · 7 Zit.

Effect of artificial intelligence-aided differentiation of adenomatous and non-adenomatous colorectal polyps at CT colonography on radiologists’ therapy management

Sergio Grosu, Matthias P. Fabritius, Michael Winkelmann et al.

2025 · 6 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, Daniel Hendriks, Jan Rudolph et al.

2025 · 4 Zit.

Specialized curricula for training vision language models in retinal image analysis

Robbie Holland, Thomas R. Taylor, Christopher Holmes 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 · 3 Zit.

ChatGPT as a Tool for Biostatisticians: A Tutorial on Applications, Opportunities, and Limitations

Dennis Dobler, Harald Binder, Anne‐Laure Boulesteix et al.

2025 · 3 Zit.

Fairness in Algorithmic Profiling: The AMAS Case

Eva Achterhold, Monika Mühlböck, Nadia Steiber et al.

2025 · 1 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.

Partnering with Generative AI: Experimental Evaluation of Model-Led and Human-Led Interaction in Human-AI Co-Creation

Sebastian Maier, Manuel Schneider, Stefan Feuerriegel

2026 · 1 Zit.