Publikationen

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Siting Liang; Pablo Valdunciel Sánchez; Daniel Sonntag
Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs
In: Association for Computational Linguistics. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2024), March …
Siting Liang; Hans-Jürgen Profitlich; Maximilian Klass; Niko Möller-Grell; Celine-Fabienne Bergmann; Simon Heim; Christian Niklas; Daniel Sonntag
Building A German Clinical Named Entity Recognition System without In-domain Training Data
In: Association for Computational Linguistics. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL-2024), …
Ho Minh Duy Nguyen; Tan Pham; Nghiem Tuong Diep; Nghi Phan; Quang Pham; Vinh Tong; Binh T. Nguyen; Ngan Hoang Le; Nhat Ho; Pengtao Xie; Daniel Sonntag; Mathias Niepert
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation
In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …
Ho Minh Duy Nguyen; Hoang Nguyen; Nghiem T. Diep; Tan Pham; Tri Cao; Binh T. Nguyen; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …
Md Abdul Kadir; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag
A User Interface for Explaining Machine Learning Model Explanations
In: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces …
Ho Minh Duy Nguyen; Hoang Nguyen; Mai T. N. Truong; Tri Cao; Binh T. Nguyen; Nhat Ho; Paul Swoboda; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-2023). AAAI Conference on Artificial Intelligence (AAAI), February 7-14, …
Siting Liang; Klaus Kades; Matthias A. Fink; Peter M. Full; Tim F. Weber; Jens Kleesiek; Michael Strube; Klaus Maier-Hein
Fine-tuning BERT Models for Summarizing German Radiology Findings
In: Tristan Naumann; Steven Bethard; Kirk Roberts; Anna Rumshisky (Hrsg.). Proceedings of the 4th Clinical Natural Language Processing Workshop. …
Siting Liang; Mareike Hartmann; Daniel Sonntag
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop
In: 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics. NAACL Workshop on Bridging Human-Computer …
Ho Minh Duy Nguyen; Thu T. Nguyen; Huong Vu; Quang Pham; Manh-Duy Nguyen; Binh T. Nguyen; Daniel Sonntag
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection
In: Medical Image Analysis, Vol. 01, Pages 1-27, Elsevier, 2022.
Ho Minh Duy Nguyen; Roberto Henschel; Bodo Rosenhahn; Daniel Sonntag; Paul Swoboda
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking
In: Conference on Computer Vision and Pattern Recognition (CVPR) 2022. International Conference on Computer Vision and Pattern Recognition (CVPR), …