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Contributions to a conference proceedings

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2025-10-20
11:46
[DKFZ-2025-02157] Journal Article/Contribution to a conference proceedings/Contribution to a book
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On Tackling Domain Shift in Breast MRI Using Only Publicly-Available Data: Reproducible Breast Cancer Segmentation and pCR Prediction
Artificial 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 () [DOI:10.1007/978-3-032-05559-0_31]  GO
Breast magnetic resonance imaging (MRI) offers high diagnostic capability for breast cancer, but comparison of machine learning (ML) methods has historically been limited by the lack of annotated public data. The MAMA-MIA challenge addresses this by providing voxel-level tumor segmentations for n = 1506 pre-treatment DCE-MRI cases. [...]

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2025-10-17
09:32
[DKFZ-2025-02141] Contribution to a conference proceedings/Contribution to a book
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Some Hidden Traps of Confidence Intervals in Medical Image Segmentation: Coverage Issues
Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning / Zamzmi, Ghada (Editor) [https://orcid.org/0000-0003-4723-5539] ; Cham : Springer Nature Switzerland, 2026, Chapter 2 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-05665-8=978-3-032-05663-4 ; doi:10.1007/978-3-032-05663-4
1st International Workshop on Bridging Regulatory Science and Medical Imaging Evaluation, BRIDGE 2025 and 6th MICCAI Workshop on Distributed, Collaborative and Federated Learning, DeCaF 2025, Held in Conjunction with 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 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 16135, 15 - 24 () [DOI:10.1007/978-3-032-05663-4_2] special issue: "Lecture Notes in Computer Science" (978-303205665-8)  GO

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2025-10-16
09:39
[DKFZ-2025-02130] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Quality Assured: Rethinking Annotation Strategies in Imaging AI
Computer Vision – ECCV 2024 / Leonardis, Aleš (Editor) [https://orcid.org/0000-0003-0773-3277] ; Cham : Springer Nature Switzerland, 2025, Chapter 4 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-73228-7=978-3-031-73229-4 ; doi:10.1007/978-3-031-73229-4
18th European Conference on Computer Vision, ECCV 2024, MilanMilan, Italy, 29 Sep 2024 - 4 Oct 20242024-09-292024-10-04 Lecture Notes in Computer Science 15136 LNCS, 52 - 69 () [DOI:10.1007/978-3-031-73229-4_4]  GO

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2025-10-14
11:22
[DKFZ-2025-02101] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Cross-Modality Supervised Prostate Segmentation on CBCT for Adaptive Radiotherapy
Medical 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 () [DOI:10.1007/978-3-032-04978-0_12]  GO

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2025-10-14
11:14
[DKFZ-2025-02100] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Temporal Neural Cellular Automata: Application to Modeling of Contrast Enhancement in Breast MRI
Medical 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 57 ; 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, 604 - 614 () [DOI:10.1007/978-3-032-04965-0_57]  GO

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2025-10-14
11:11
[DKFZ-2025-02099] Journal Article/Contribution to a conference proceedings/Contribution to a book
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The Missing Piece: A Case for Pre-training in 3D Medical Object Detection
Medical 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 () [DOI:10.1007/978-3-032-04965-0_58]  GO

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2025-10-14
11:07
[DKFZ-2025-02098] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method
Medical 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 10 ; 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, 100 - 110 () [DOI:10.1007/978-3-032-04978-0_10]  GO

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2025-10-14
09:56
[DKFZ-2025-02097] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Smarter Self-distillation: Optimizing the Teacher for Surgical Video Applications
Medical 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 50 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-05113-4=978-3-032-05114-1 ; doi:10.1007/978-3-032-05114-1
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 15968 LNCS, 522 - 531 () [DOI:10.1007/978-3-032-05114-1_50]  GO

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2025-10-14
09:51
[DKFZ-2025-02096] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation
Medical 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 () [DOI:10.1007/978-3-032-04984-1_42]  GO

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2025-10-14
09:47
[DKFZ-2025-02095] Journal Article/Contribution to a conference proceedings/Contribution to a book
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MM-DINOv2: Adapting Foundation Models for Multi-modal Medical Image Analysis
Medical 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 31 ; 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, 320 - 330 () [DOI:10.1007/978-3-032-04984-1_31]  GO

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