Publikationen

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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.
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.
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.
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.
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.
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.
Sebastian Germer; Christiane Rudolph; Louisa Labohm; Alexander Katalinic; Natalie Rath; Katharina Rausch; Bernd Holleczek; AI-Care Working Group; Heinz Handels
Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models
In: International Journal of Medical Informatics (IJMEDI), Vol. 191, Pages 105607-105607, Elsevier, 8/2024.
Sebastian Germer; Christiane Rudolph; Alexander Katalinic; Natalie Rath; Katharina Rausch; Heinz Handels
KI-basierte Analyse von Krebsregisterdaten
In: Anja Mehnert-Theuerkauf (Hrsg.). Forum - Das offizielle Magazin der Deutschen Krebsgesellschaft e.V. Pages 1-5, Springer Nature, 6/2024.
Sofija Engelson; Jan Ehrhardt; Timo Kepp; Joshua Niemeijer; Heinz Handels
LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas
In: ArXiv e-prints (arxiv), Vol. arXiv:2406.03984, Pages 1-17, arXiv, 6/2024.
Sofija Engelson; Jan Ehrhardt; Timo Kepp; Joshua Niemeijer; Heinz Handels
LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas
In: Steve Pieper; Erik Ziegler; Tawa Idris; Bhanusupriya Somarouthu; Reuben Dorent; Gordon Harris; Ron Kikinis (Hrsg.). Machine Learning for Biomedical Imaging (MELBA), Vol. 2, No. MICCAI 2023 LNQ challenge special issue, Pages 817-833, MELBA Journal, 5/2024.