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Contributions to a conference proceedings

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2025-03-19
11:12
[DKFZ-2025-00582] Contribution to a conference proceedings/Contribution to a book
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MoRE-LLM: Mixture of Rule Experts Guided by a Large Language Model
2024 IEEE International Conference on Data Mining (ICDM) : [Proceedings] - IEEE, 2024. - ISBN 979-8-3315-0668-1 - doi:10.1109/ICDM59182.2024.00085
2024 IEEE International Conference on Data Mining (ICDM), Abu DhabiAbu Dhabi, United Arab Emirates, 9 Dec 2024 - 12 Dec 20242024-12-092024-12-12 IEEE 735 - 740 () [DOI:10.1109/ICDM59182.2024.00085]  GO

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2025-03-10
10:59
[DKFZ-2025-00512] Journal Article/Contribution to a conference proceedings/Contribution to a book
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All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions
Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation / Baid, Ujjwal (Editor) ; Cham : Springer Nature Switzerland, 2024, Chapter 16 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-76162-1=978-3-031-76163-8 ; doi:10.1007/978-3-031-76163-8
Challenge on Brain Tumor Segmentation, BraTS 2023, International Challenge on Cross-Modality Domain Adaptation for Medical Image Segmentation, CrossMoDA 2023, held in conjunction with the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2023, VancouverVancouver, Canada, 8 Oct 2024 - 12 Oct 20242024-10-082024-10-12 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 14669 LNCS, 177 - 189 () [10.1007/978-3-031-76163-8_16]  GO

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2025-03-10
10:47
[DKFZ-2025-00511] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Client Security Alone Fails in Federated Learning: 2D and 3D Attack Insights
Medical Information Computing / Anazodo, Udunna (Editor) [https://orcid.org/0000-0001-8864-035X] ; Cham : Springer Nature Switzerland, 2025, Chapter 24 ; ISSN: 1865-0929=1865-0937 ; ISBN: 978-3-031-79102-4=978-3-031-79103-1 ; doi:10.1007/978-3-031-79103-1
1st MICCAI Meets Africa Workshop, MImA 2024 and 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024, MarrakeshMarrakesh, Morocco, 6 Oct 2024 - 6 Oct 20242024-10-062024-10-06 Communications in Computer and Information Science 2240, 235 - 244 () [10.1007/978-3-031-79103-1_24]  GO
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2025-02-27
10:37
[DKFZ-2025-00448] Contribution to a conference proceedings/Contribution to a book
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Learned Image Compression for HE-Stained Histopathological Images via Stain Deconvolution
Medical Optical Imaging and Virtual Microscopy Image Analysis / Huo, Yuankai (Editor) [https://orcid.org/0000-0002-2096-8065] ; Cham : Springer Nature Switzerland, 2025, Chapter 10 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-77785-1=978-3-031-77786-8 ; doi:10.1007/978-3-031-77786-8
2nd International Workshop on Medical Optical Imaging and Virtual Microscopy Image Analysis, MOVI 2024, held in conjunction with 26th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2024, MarrakeshMarrakesh, Morocco, 10 Oct 2024 - 10 Oct 20242024-10-102024-10-10 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science nn15371 LNCS, 97 - 107 () [10.1007/978-3-031-77786-8_10] special issue: "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)" (978-303177785-1)  GO

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2025-02-11
11:52
[DKFZ-2025-00330] Contribution to a conference proceedings/Contribution to a book
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IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations
Proceedings of the 6th Clinical Natural Language Processing Workshop - Association for Computational Linguistics Stroudsburg, PA, USA, 2024. - ISBN - doi:10.18653/v1/2024.clinicalnlp-1.44
Proceedings of the 6th Clinical Natural Language Processing Workshop, Mexico CityMexico City, Mexico, 2024-06-00 - 2024-06-002024-06-002024-06-00 Association for Computational Linguistics Stroudsburg, PA, USA 439–447 () [DOI:10.18653/v1/2024.clinicalnlp-1.44]  GO

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2025-01-21
13:27
[DKFZ-2025-00171] Contribution to a conference proceedings/Journal Article (After Call)
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Werbung für Alkohol auf Instagram in Deutschland
Deutscher Suchtkongress, KölnKöln, 23 Sep 2024 - 25 Sep 20242024-09-232024-09-25 Suchttherapie 25(S 01), S81-S82 () [10.1055/s-0044-1790491] special issue: "Deutscher Suchtkongress"  GO
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2024-12-27
11:29
[DKFZ-2024-02773] Contribution to a conference proceedings/Contribution to a book
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Self-supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representations
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 / Linguraru, Marius George (Editor) [https://orcid.org/0000-0001-6175-8665] ; Cham : Springer Nature Switzerland, 2024, Chapter 59 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-72103-8=978-3-031-72104-5 ; doi:10.1007/978-3-031-72104-5
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024, MarrakeshMarrakesh, Marocco, 6 Oct 2024 - 10 Oct 20242024-10-062024-10-10 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15007, 614 - 624 () [10.1007/978-3-031-72104-5_59]  GO

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2024-12-11
17:16
[DKFZ-2024-02635] Contribution to a conference proceedings/Contribution to a book
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Bicycle: Intervention-Based Causal Discovery with Cycles
Proceedings of Machine Learning Research
Proceedings of the Third Conference on Causal Learning and Reasoning, Los AngelesLos Angeles, USA, 1 Apr 2024 - 3 Apr 20242024-04-012024-04-03 236, 209-242 ()  GO
While a growing number of algorithms for causal discovery of directed acyclic graphs from observational and interventional data have been proposed, the robust identification of cyclic causal graphs in particular remains an open problem. Solutions to this challenge would have a considerable impact in various application domains, including single-cell genomics, where gene regulatory networks are known to contain feedback loops. [...]
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2024-12-10
11:18
[DKFZ-2024-02603] Contribution to a conference proceedings
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Curriculum-learning for Vessel Occlusion Detection in Multi-site Brain CT Angiographies
Medical Imaging with Deep Learning, ParisParis, France, 3 Jul 2024 - 5 Jul 20242024-07-032024-07-05 4 pp. ()  GO

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2024-12-10
07:56
[DKFZ-2024-02558] Contribution to a conference proceedings/Contribution to a book
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Private and Collaborative Kaplan-Meier Estimators
WPES '24: Proceedings of the 23rd Workshop on Privacy in the Electronic Society - ACM New York, NY, USA, 2023. - ISBN 9798400712395 - doi:10.1145/3689943.3695039
CCS '24: ACM SIGSAC Conference on Computer and Communications Security, Salt Lake City UT USASalt Lake City UT USA, USA, 14 Oct 2024 - 18 Oct 20242024-10-142024-10-18 ACM New York, NY, USA 212–241 () [10.1145/3689943.3695039]  GO

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