E230

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Fischer, M. (First author)DKFZ* ; Muckenhuber, A. ; Peretzke, R.DKFZ* ; Farah, L.DKFZ* ; Ulrich Harsy, C.DKFZ* ; Ziegler, S.DKFZ* ; Schader, P.DKFZ* ; Feineis, L.DKFZ* ; Gao, H.DKFZ* ; Xiao, S.DKFZ* ; Götz, M.DKFZ* ; Nolden, M.DKFZ* ; Steiger, K.DKFZ* ; Sieveke, J. T.DKFZ* ; Endrös, L. ; Braren, R.DKFZ* ; Kleesiek, J.DKFZ* ; Schüffler, P. ; Neher, P. (Last author)DKFZ* ; Maier-Hein, K. (Last author)DKFZ*
Contrastive virtual staining enhances deep learning-based PDAC subtyping from H&E-stained tissue cores.
The journal of pathology 268(1), 89-98 (2026) [10.1002/path.6491]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mahmutoglu, M. A. ; Rastogi, A. ; Yun, Y. C.DKFZ* ; Middha, S. ; Kernbach, J. ; Foltyn-Dumitru, M. ; Brugnara, G.DKFZ* ; Vollmuth, P.DKFZ* ; Radbruch, A. ; Bendszus, M. ; Schell, M.
Robust Brain Extraction Tool for Non-enhanced CT and CT Angiography: Cta-bet.
Radiology: artificial intelligence 8(1), e240847 (2026) [10.1148/ryai.240847]2026   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 Gee, J. C. (Editor) ; Alexander, D. C. (Editor) ; Hong, J. (Editor) ; Iglesias, J. E. (Editor) ; Sudre, C. H. (Editor) ; Venkataraman, A. (Editor) ; Golland, P. (Editor) ; Kim, J. H. (Editor) ; Park, J. (Editor) ; Kovacs, B.DKFZ* ; Stanic, G.DKFZ* ; Weykamp, F.DKFZ* ; Ebert, F. ; Bounias, D.DKFZ* ; Tawk, B.DKFZ* ; Niklas, M.DKFZ* ; Liermann, J. ; Jäkel, O.DKFZ* ; Maier-Hein, K.DKFZ* ; Floca, R. O.DKFZ* ; Giske, K.DKFZ*
Cross-Modality Supervised Prostate Segmentation on CBCT for Adaptive Radiotherapy
2026Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 / Gee, James C. (Editor) [https://orcid.org/0000-0002-2258-0187] ; Cham : Springer Nature Switzerland, 2026, Chapter 12 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-04977-3=978-3-032-04978-0 ; doi:10.1007/978-3-032-04978-0
28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025, DaejeonDaejeon, South Korea, 23 Sep 2025 - 27 Sep 20252025-09-232025-09-27 Lecture Notes in Computer Science 15965 LNCS, 121 - 130 (2026) [DOI:10.1007/978-3-032-04978-0_12]2026   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 Gee, J. C. (Editor) ; Alexander, D. C. (Editor) ; Hong, J. (Editor) ; Iglesias, J. E. (Editor) ; Sudre, C. H. (Editor) ; Venkataraman, A. (Editor) ; Golland, P. (Editor) ; Kim, J. H. (Editor) ; Park, J. (Editor) ; Eckstein, K.DKFZ* ; Ulrich Harsy, C.DKFZ* ; Baumgartner, M.DKFZ* ; Kächele, J.DKFZ* ; Bounias, D.DKFZ* ; Wald, T.DKFZ* ; Floca, R. O.DKFZ* ; Maier-Hein, K.DKFZ*
The Missing Piece: A Case for Pre-training in 3D Medical Object Detection
2026Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 / Gee, James C. (Editor) [https://orcid.org/0000-0002-2258-0187] ; Cham : Springer Nature Switzerland, 2026, Chapter 58 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-04964-3=978-3-032-04965-0 ; doi:10.1007/978-3-032-04965-0
28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025, DaejeonDaejeon, South Korea, 23 Sep 2025 - 27 Sep 20252025-09-232025-09-27 Lecture Notes in Computer Science 15963 LNCS, 615 - 626 (2026) [DOI:10.1007/978-3-032-04965-0_58]2026   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 Gee, J. C. (Editor) ; Alexander, D. C. (Editor) ; Hong, J. (Editor) ; Iglesias, J. E. (Editor) ; Sudre, C. H. (Editor) ; Venkataraman, A. (Editor) ; Golland, P. (Editor) ; Kim, J. H. (Editor) ; Park, J. (Editor) ; Gotkowski, K.DKFZ* ; Maier-Hein, K. H.DKFZ* ; Isensee, F.DKFZ*
Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation
2026Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 / Gee, James C. (Editor) [https://orcid.org/0000-0002-2258-0187] ; Cham : Springer Nature Switzerland, 2026, Chapter 42 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-04983-4=978-3-032-04984-1 ; doi:10.1007/978-3-032-04984-1
28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025, DaejeonDaejeon, South Korea, 23 Sep 2025 - 27 Sep 20252025-09-232025-09-27 Lecture Notes in Computer Science 15967 LNCS, 436 - 446 (2026) [DOI:10.1007/978-3-032-04984-1_42]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Alves, N. ; Schuurmans, M. ; Rutkowski, D. ; et al
Artificial intelligence and radiologists in pancreatic cancer detection using standard of care CT scans (PANORAMA): an international, paired, non-inferiority, confirmatory, observational study.
The lancet / Oncology 27(1), 116-124 (2026) [10.1016/S1470-2045(25)00567-4]2026   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 Zhang, T. (Editor) ; Saldanha, O. L. (Editor) ; Han, L. (Editor) ; Rasoolzadeh, N. (Editor) ; Garrucho Moras, L. (Editor) ; van Dijk, J. (Editor) ; Tan, T. (Editor) ; Kather, J. N. (Editor) ; Mann, R. (Editor) ; Kächele, J.DKFZ* ; Bounias, D.DKFZ* ; Ertl, A.DKFZ* ; Maier-Hein, K.DKFZ*
On Tackling Domain Shift in Breast MRI Using Only Publicly-Available Data: Reproducible Breast Cancer Segmentation and pCR Prediction
2026Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care / Zhang, Tianyu (Editor) [https://orcid.org/0000-0001-9891-6874] ; Cham : Springer Nature Switzerland, 2026, Chapter 31 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-05558-3=978-3-032-05559-0 ; doi:10.1007/978-3-032-05559-0
2nd Deep Breast Workshop on Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, Deep-Breath 2025, held in conjunction with the 28th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2025, DaejeonDaejeon, South Korea, 23 Sep 2025 - 23 Sep 20252025-09-232025-09-23 Lecture Notes in Computer Science 16142 LNCS, 310 - 319 (2026) [DOI:10.1007/978-3-032-05559-0_31]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article (Review Article) Mougios, V.Extern* ; Peretzke, R.DKFZ* ; Ertl, A.DKFZ* ; Dugas, M. ; Maier Hein, K.DKFZ* ; Neher, P.DKFZ* ; Ille, S. ; Krieg, S. ; Lenga, P.
Application and performance of deep learning models for the automated diagnosis of cervical central spinal stenosis on MRI: a systematic review
Brain and spine 6, 105902 (2026) [10.1016/j.bas.2025.105902]2026   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Zimmerer, D. (First author)DKFZ* ; Maier-Hein, K. (Last author)DKFZ*
Self- and unsupervised learning for anomaly detection and localization
The MICCAI Sciey book Series Chapter 11, 237-256 (2026) [https://doi.org/10.1016/B978-0-32-395674-1.00018-4]2026   BibTeX | EndNote: XML, Text | RIS

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

All known publications ...
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