E290

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bounias, D. (First author)DKFZ* ; Baumgartner, M.DKFZ* ; Neher, P.DKFZ* ; Kovacs, B.DKFZ* ; Floca, R.DKFZ* ; Kapsner, L. A. ; Eberle, J. ; Hadler, D. ; Laun, F. ; Ohlmeyer, S. ; Jaeger, P. F.DKFZ* ; Uder, M. ; Maier-Hein, K. H.DKFZ* ; Bickelhaupt, S. (Last author)DKFZ*
Risk-adjusted training and evaluation for breast cancer detection.
Computers in biology and medicine 198(Pt B), 111277 (2025) [10.1016/j.compbiomed.2025.111277]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings/Contribution to a book Wald, T.DKFZ* ; Ulrich, C.DKFZ* ; Lukyanenko, S. ; Goncharov, A. ; Paderno, A. ; Miller, M. ; Maerkisch, L. ; Jaeger, P.DKFZ* ; Maier-Hein, K.DKFZ*
Revisiting MAE pre-training for 3D medical image segmentation
20252025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) : [Proceedings] - IEEE, 2025. - ISBN 979-8-3315-4364-8 - doi:10.1109/CVPR52734.2025.00489
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), NashvilleNashville, TN, 10 Jun 2025 - 17 Jun 20252025-06-102025-06-17 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 5186 - 5196 (2025) [DOI:10.1109/CVPR52734.2025.00489]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Godau, P. (First author)DKFZ* ; Kalinowski, P.DKFZ* ; Christodoulou, E.DKFZ* ; Reinke, A.DKFZ* ; Tizabi, M.DKFZ* ; Ferrer, L. ; Jäger, P.DKFZ* ; Maier-Hein, L. (Last author)DKFZ*
Navigating prevalence shifts in image analysis algorithm deployment.
Medical image analysis 102, 103504 (2025) [10.1016/j.media.2025.103504]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Adler, T. (First author)DKFZ* ; Nölke, J.-H. (First author)DKFZ* ; Reinke, A.DKFZ* ; Tizabi, M. D.DKFZ* ; Gruber, S.DKFZ* ; Trofimova, D.DKFZ* ; Ardizzone, L. ; Jaeger, P. F.DKFZ* ; Buettner, F.DKFZ* ; Köthe, U. ; Maier-Hein, L. (Last author)DKFZ*
Application-driven validation of posteriors in inverse problems.
Medical image analysis 101, 103474 (2025) [10.1016/j.media.2025.103474]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Li, J. ; Zhou, Z. ; Yang, J. ; et al
MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision
Biomedical engineering 70(1), 71-90 (2025) [10.1515/bmt-2024-0396]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Zenk, M. (First author)DKFZ* ; Zimmerer, D.DKFZ* ; Isensee, F.DKFZ* ; Traub, J.DKFZ* ; Norajitra, T.DKFZ* ; Jäger, P. F.DKFZ* ; Maier-Hein, K. (Last author)DKFZ*
Comparative benchmarking of failure detection methods in medical image segmentation: Unveiling the role of confidence aggregation.
Medical image analysis 101, 103392 (2025) [10.1016/j.media.2024.103392]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Klein, L. (First author)DKFZ* ; Ziegler, S.DKFZ* ; Morgenroth, Y. ; Gotkowski, K.DKFZ* ; Schöninger, E. ; Heni, M. ; Kipke, N. ; Friedland, D. ; Seiler, A. ; Geibelt, E. ; Yamazaki, H. ; HU, H. ; Wagner, S. ; Nadalin, S. ; Königsrainer, A. ; Mihaljevic, A. ; Hartmann, D. ; Fend, F. ; Aust, D. ; Weitz J ; Schartzenberg, J.-v. ; Distler, M. ; Maier-Hein, K.DKFZ* ; Birkenfeld, A. ; Ullrich, S. ; Jäger, P.DKFZ* ; Isensee, F.DKFZ* ; Solimena, M. ; Wagner, r.
Explainable AI-based analysis of human pancreas sections identifies traits of type 2 diabetes
medRxiv (2024)2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Kahl, K.-C. (First author)DKFZ* ; Lüth, C. (First author)DKFZ* ; Zenk, M.DKFZ* ; Maier-Hein, K.DKFZ* ; Jaeger, P. F. (Last author)DKFZ*
ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
arXiv (2024) [10.48550/ARXIV.2401.08501]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Book/Conference Presentation (Other) Roy, S. (First author)DKFZ* ; Koehler, G. ; Baumgartner, M.DKFZ* ; Ulrich, C.DKFZ* ; Isensee, F.DKFZ* ; Jaeger, P. F. ; Maier-Hein, K. (Last author)DKFZ*
Abstract: 3D Medical Image Segmentation with Transformer-based Scaling of ConvNets
2024Bildverarbeitung für die Medizin 2024, ErlangenErlangen, Germany, 10 Mar 2024 - 12 Mar 20242024-03-102024-03-12 [10.1007/978-3-658-44037-4_23]   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Denner, S. (First author)DKFZ* ; Zimmerer, D.DKFZ* ; Bounias, D.DKFZ* ; Bujotzek, M.DKFZ* ; Xiao, S.DKFZ* ; Kausch, L.DKFZ* ; Schader, P.DKFZ* ; Penzkofer, T. ; Jäger, P. F.DKFZ* ; Maier-Hein, K. (Last author)DKFZ*
Leveraging Foundation Models for Content-Based Medical Image Retrieval in Radiology
arXiv (2024) [10.48550/ARXIV.2403.06567]2024   BibTeX | EndNote: XML, Text | RIS

All known publications ...
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