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Publikationen

Zeige Ergebnisse 641 bis 650 von 14743.

  1. Marc Steffen Seibel; Marc Rowedder; Julia Andresen; Richard Neffin; Tobias Neumann; Helge Sudkamp; Heinz Handels; Timo Kepp

    Enhancing retinal SELFF-OCT image quality: a deep-learning-based pipeline

    In: Medical Imaging 2025: Image Processing. SPIE Medical Imaging (SPIE-2025), San Diego, United States, Vol. 13406, SPIE, 2025.

  2. Marc Steffen Seibel; Timo Kepp; Hristina Uzunova; Jan Ehrhardt; Heinz Handels

    Assessing Spatial Bias in Medical Imaging: An Empirical Study of PatchGAN Discriminator Effectiveness

    In: Christoph Palm; Katharina Breininger; Thomas Martin Deserno; Heinz Handels; Andreas Maier; Klaus Maier-Hein; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2025. Workshop Bildverarbeitung für die Medizin (BVM-2025), Regensburg, Pages 172-177, ISBN 978-3-658-47422-5, Springer Fachmedien Wiesbaden, 2025.

  3. Paul Strenge; Birgit Lange; Wolfgang Draxinger; Dirk Theisen-Kunde; Sonja Spahr-Hess; Matteo M. Bonsanto; Robert Huber; Ralf Brinkmann; Heinz Handels

    Enhancing brain tumor detection using optical coherence tomography and variational autoencoders

    In: Medical Imaging 2025: Clinical and Biomedical Imaging. SPIE Medical Imaging (SPIE-2025), San Diego, United States, Vol. 13410, SPIE, 2025.

  4. Timo Kepp; Julia Andresen; Fenja Falta; Heinz Handels

    Bridging Gaps in Retinal Imaging: Fusing OCT and SLO Information with Implicit Neural Representations for Improved Interpolation and Segmentation

    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), Pages 107-112, ISBN 978-3-658-47421-8 978-3-658-47422-5, Springer Fachmedien Wiesbaden, Wiesbaden, 2025.

  5. Timo Kepp; Hristina Uzunova; Jan Ehrhardt; Heinz Handels

    KI-basierte Anwendungen in der medizinischen Bildverarbeitung

    In: Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz, Vol. 68, No. 8, Pages 862-871, Springer, 2025.

  6. Rui Li; Tao Jiang; Hao Xu; Marcin Grzegorzek; Xiaoyan Li; Chen Li

    TGMT-FSL: Text-Guided Multi-task Framework for Few-Shot Learning of Histopathological Image Analysis

    In: Advanced Data Mining and Applications - 21st International Conference, ADMA 2025 - Proceedings. International Conference on Advanced Data Mining and Applications (ADMA-2025), October 22-24, Kyoto, Japan, Pages 408-418, Lecture Notes in Computer Science (LNCS), Vol. 16198, ISBN 978-981-95-3456-2, Springer Nature, Singapore, 10/2025.

  7. Shange Wang; Lin Xu; Linshuai Zhang; Yujie Zhang; Chen Li; Marcin Grzegorzek; Jing Guo; Tao Jiang

    HHBSNet: a global channel–spatial attention and multi-scale dilated convolution network for automatic melasma segmentation

    In: Frontiers in Physiology, Vol. 16 - 2025, Frontiers Media SA, 11/2025.

  8. Frank Ehebrecht; Toni Scharle; Martin Atzmueller

    Constructing Neural Forms for Hard-Constraint PINNs with Complex Dirichlet Boundaries

    In: Rosa Meo; Fabrizio Silvestri (Hrsg.). Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-WS), Cham, Pages 501-510, ISBN 978-3-031-74633-8, Springer Nature Switzerland, 2025.

  9. Mandala von Westenholz; Mika Patzelt; Tim Römer; Martin Atzmueller

    Generalizing Local Pattern Mining on Attributed Graphs using Simplicial Complex Abstraction

    In: Hocine Cherifi; Murat Donduran; Luis M. Rocha; Chantal Cherifi; Onur Varol (Hrsg.). Complex Networks & Their Applications XIII - Proceedings of The Thirteenth International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2024 - Volume 1. International Conference on Complex Networks and their Applications (COMPLEX NETWORKS-2024), December 10-12, Istanbul, Turkey, Pages 298-311, Studies in Computational Intelligence (SCI), Vol. 1187, Springer, 2025.

  10. Martin Atzmueller; Tim Bohne; Anne-Kathrin Patricia Windler

    Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis

    In: Pascal Hitzler; Abhilekha Dalal; Mohammad Saeid Mahdavinejad; Sanaz Saki Norouzi (Hrsg.). Handbook on Neurosymbolic AI and Knowledge Graphs. Pages 1-25, ISBN 9781643685786, IOS Press, 3/2025.

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