Stefan Denner

Joined

April 2024

Names

Stefan Denner (Preferred)

Emails

****@dkfz-heidelberg.de (Confirmed)

Personal Links

Career & Education History

PhD student

Deutsches Krebsforschungszentrum (dkfz-heidelberg.de)

2022 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
Alexandra Ertl, Stefan Denner, Robin Peretzke, Shuhan Xiao, David Zimmerer, Maximilian Fischer, Markus Ralf Bujotzek, Xin Yang, Peter Neher, Fabian Isensee, Klaus Maier-Hein
- MIDL 2026 Poster
- Readers: Everyone
Fine-tuning Vision Foundation Models for Multi-Modal Prostate MR Sequence Classification
Stefan Denner, Balint Kovacs, David Zimmerer, Deepa Krishnaswamy, Dimitrios Bounias, Raphael Stock, Markus Ralf Bujotzek, Fergus Imrie, Andriy Fedorov, Klaus Maier-Hein
- MIDL 2025 - Short Papers
- Readers: Everyone
Visual Prompt Engineering for Vision Language Models in Radiology
Stefan Denner, Markus Ralf Bujotzek, Dimitrios Bounias, David Zimmerer, Raphael Stock, Klaus Maier-Hein
- MIDL 2025 Poster
- Readers: Everyone
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
Tassilo Wald, Constantin Ulrich, Priyank Jaini, Gregor Koehler, David Zimmerer, Stefan Denner, Fabian Isensee, Michael Baumgartner, Klaus Maier-Hein
- NeurIPS 2024 poster
- Readers: Everyone
Automatic classification of prostate MR series type using image content and metadata
Deepa Krishnaswamy, Balint Kovacs, Stefan Denner, Steve Pieper, David Clunie, Christopher P. Bridge, Tina Kapur, Klaus Maier-Hein, Andrey Fedorov
- MIDL 2024 Short Papers
- Readers: Everyone
From Generalist to Specialist: Incorporating Domain-Knowledge into Flamingo for Chest X-Ray Report Generation
Raphael Stock, Stefan Denner, Yannick Kirchhoff, Constantin Ulrich, Maximilian Rouven Rokuss, Saikat Roy, Nico Disch, Klaus Maier-Hein
- MIDL 2024 Short Papers
- Readers: Everyone
Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation
Karol Gotkowski, Carsten T. Lüth, Paul F. Jäger, Sebastian Ziegler, Lars Krämer, Stefan Denner, Shuhan Xiao, Nico Disch, Klaus H. Maier-Hein, Fabian Isensee
- CoRR 2024
- Readers: Everyone
Automatic classification of prostate MR series type using image content and metadata
Deepa Krishnaswamy, Balint Kovacs, Stefan Denner, Steven D. Pieper, David A. Clunie, Christopher P. Bridge, Tina Kapur, Klaus H. Maier-Hein, Andrey Fedorov
- CoRR 2024
- Readers: Everyone
Automated Ensemble Multimodal Machine Learning for Healthcare
Fergus Imrie, Stefan Denner, Lucas S. Brunschwig, Klaus H. Maier-Hein, Mihaela van der Schaar
- CoRR 2024
- Readers: Everyone
Abstract: Deep Learning-based Detection of Vessel Occlusions on CT-Angiography in Patients with Suspected Acute Ischemic Stroke
Gianluca Brugnara, Michael Baumgartner, Edwin D. Scholze, Katerina Deike-Hofmann, Klaus Kades, Jonas Scherer, Stefan Denner, Hagen Meredig, Aditya Rastogi, Mustafa A. Mahmutoglu, Christian Ulfert, Ulf Neuberger, Silvia Schönenberger, Kai Schlamp, Zeynep Bendella, Thomas Pinetz, Carsten Schmeel, Wolfgang Wick, Peter A. Ringleb, Ralf Floca et al. (5 additional authors not shown)
- Bildverarbeitung für die Medizin 2024
- Readers: Everyone

View all 18 publications

Co-Authors

View all 93 co-authors