AI in Medical Image and Signal Processing

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1. Nina Wiegers; Sebastian Germer; Christiane Rudolph; Natalie Rath; Katharina Rausch; Alexander Katalinic; Heinz Handels

   Evaluating Imputation Techniques for Survival Data Utilizing Kaplan-Meier Curves

   In: Ursula H. Hübner; Jan-David Liebe; Arriel Benis; Nicole Egbert; Thomas Engelsma; Parisis Gallos; Daniel Flemming; Valentina Lichtner; Romaric Marcilly; Oscar Tamburis; Sidsel Villumsen (Hrsg.). Good Evaluation - Better Digital Health. EFMI Special Topic Conference (EFMI STC-2025), October 20-22, Osnabrück, Germany, Pages 17-21, Studies in Health Technology and Informatics, Vol. 332, ISBN 978-1-64368-629-5, IOS Press, 10/2025.

2. Malte Luttermann; Jan Speller; Marcel Gehrke; Tanya Braun; Ralf Möller; Mattis Hartwig

   Approximate Lifted Model Construction

   In: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2025), August 16-22, Montreal, QC, Canada, Pages 9077-9085, Vol. 34, IJCAI Organization, 8/2025.

3. Laeticia Moosdorf; Niklas Kueper; Heinz Handels; Elsa Andrea Kirchner

   Comparison of Models for EEG-based Cross-Subject Movement Prediction

   In: Heinz Handels; S. Müller; M. Kallinger; C. Hübner; P. Rostalski; N. Bunzeck (Hrsg.). Student Conference Proceedings, Vol. 1, No. 1, Pages 1-4, Infinite Science Publishing, 8/2025.

4. Malte Luttermann; Ralf Möller; Marcel Gehrke

   Lifted Model Construction Without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs

   In: Guy Wolf; Smita Krishnaswamy (Hrsg.). Proceedings of the Third Learning on Graphs Conference (LoG-2024). Learning on Graphs Conference (LoG-2024), November 26-29, Virtual, Pages 46:1-46:17, Vol. 269, PMLR, 7/2025.

5. Sebastian Germer; Christiane Rudolph; Alexander Katalinic; Natalie Rath; Katharina Rausch; Heinz Handels

   Lung Cancer Survival Estimation Using Data from Seven German Cancer Registries

   In: Elisavet Andrikopoulou; Parisis Gallos; Theodoros N. Arvanitis; Rosalynn Austin; Arriel Benis; Ronald Cornet; Panagiotis Chatzistergos; Alexander Dejaco; Linda Dusseljee-Peute; Alaa Mohasseb; Pantelis Natsiavas; Haythem Nakkas; Philip Scott (Hrsg.). Intelligent Health Systems – From Technology to Data and Knowledge. Medical Informatics Europe Congress (MIE-2025), Intelligent Health Systems – From Technology to Data and Knowledge, May 19-21, Glasgow, United Kingdom, Pages 457-461, Studies in Health Technology and Informatics, Vol. 327, IOS Press, 5/2025.

6. Malte Luttermann; Ralf Möller; Marcel Gehrke

   Lifting Factor Graphs with Some Unknown Factors for New Individuals

   In: Zied Bouraoui; Srdjan Vesic (Hrsg.). International Journal of Approximate Reasoning (IJAR), Vol. 179, No. 04/2025 (article 109371), Pages 1-28, Elsevier, 4/2025.

7. Jan Boysen; Hristina Uzunova; Jan Ehrhardt; Heinz Handels

   Surrogate-based Respiratory Motion Estimation using Physics-enhanced Implicit Neural Representations

   In: Christoph Palm; Katharina Breininger; Thomas Deserno; Heinz Handels; Andreas Maier; Klaus H. Maier-Hein; Thomas M. Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2025. Workshop Bildverarbeitung für die Medizin (BVM-2025), March 10-11, Regensburg, Germany, Pages 13-18, ISBN 978-3-658-47422-5, Springer Fachmedien Wiesbaden, Wiesbaden, 3/2025.

8. Mathias Eulers; Christine Droigk; Marco Maass; Alfred Mertins

   Deconvolution of direct reconstructions in 3D

   In: International Journal on Magnetic Particle Imaging, Vol. 11, No. 1 Suppl. 1, Pages 1-2, Infinite Science Publishing, 3/2025.

9. Reuben Dorent; Roya Khajavi; Tagwa Idris; Erik Ziegler; Bhanusupriya Somarouthu; Heather Jacene; Ann LaCasce; Jonathan Deissler; Jan Ehrhardt; Sofija Engelson; Stefan M. Fischer; Yun Gu; Heinz Handels; Satoshi Kasai; Satoshi Kondo; Klaus Maier-Hein; Julia A. Schnabel; Guotai Wang; Litingyu Wang; Tassilo Wald; Guang-Zhong Yang; Hanxiao Zhang; Minghui Zhang; Steve Pieper; Gordon Harris; Ron Kikinis; Tina Kapur

   LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification

   In: Steve Pieper; Erik Ziegler; Tawa Idris; Bhanusupriya Somarouthu; Reuben Dorent; Gordon Harris; Ron Kikinis (Hrsg.). Machine Learning for Biomedical Imaging (MELBA), Vol. 3, Pages 1-15, MELBA Journal, 2/2025.

10. Nele Brügge; Alexandra Korda; Stefan Borgwardt; Christina Andreou; Giorgos Giannakakis; Heinz Handels

    Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data

    In: Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF. International Conference on Health Informatics (HEALTHINF-2025), February 19-22, Porto, Portugal, ISBN 978-989-758-731-3, SciTePress, 2025.

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