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Publikationen

Zeige Ergebnisse 271 bis 280 von 14517.

  1. Caroline v. Dresky; Claus von der Burchard; Julia Andresen; Marc Steffen Seibel; Marc Rowedder; Timo Kepp; Johann Roider; Heinz Handels

    Visual acuity assessment from optical coherence tomography images using the foundation model RETFound

    In: Medical Imaging 2025: Computer-Aided Diagnosis. SPIE Medical Imaging (SPIE-2025), San Diego, United States, Vol. 13407, SPIE, 2025.

  2. Christoph Großbröhmer; Fenja Falta; Ron Keuth; Timo Kepp; Mattias P. Heinrich

    Robust Statistical Shape Modelling with Implicit Neural Representations

    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 32-37, ISBN 978-3-658-47422-5, Springer Fachmedien Wiesbaden, 2025.

  3. Sudhanshu Mittal; Joshua Niemeijer; Özgün Çiçek; Maxim Tatarchenko; Jan Ehrhardt; Jörg P. Schäfer; Heinz Handels; Thomas Brox

    Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation

    In: International Journal of Computer Vision (IJCV), Vol. 133, Pages 4294-4316, Springer Nature, 2025.

  4. Joshua Niemeijer; Jan Ehrhardt; Heinz Handels; Hristina Uzunova

    Uncertainty-Aware ControlNet: Bridging Domain Gaps with Synthetic Image Generation

    In: Proceedings of the IEEE/CVF International Conference on Computer Vision. International Conference on Computer Vision (ICCV-2025), Hawaii, USA, IEEE Explore, 2025.

  5. Christoph Palm; Katharina Breininger; Thomas Deserno; Heinz Handels; Andreas Maier; Klaus Maier-Hein; Thomas Tolxdorff

    Bildverarbeitung für die Medizin 2025: Proceedings, German Conference on Medical Image Computing, Regensburg March 09-11, 2025

    Informatik Aktuell, Springer-Verlag, 2025.

  6. Arnab Ghosh Chowdhury; Amos Smith; Martin Atzmueller

    Enhancing Convolutional Block Attention with Self-Attention on Agricultural Image Classification

    In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 402-407, IEEE Computer Society, 2025.

  7. Steffen Meinert; Philipp Schlinge; Nils Strodthoff; Martin Atzmueller

    ProtoMask: Segmentation-Guided Prototype Learning

    In: Proc. IEEE International Conference on Tools with Artificial Intelligence (ICTAI). International Conference on Tools with Artificial Intelligence (AAAI SSS), Los Alamitos, CA, USA, Pages 881-888, IEEE Computer Society, 2025.

  8. Martin Atzmueller; Carolina Centeio Jorge; Cláudio Rebelo de Sá; Behzad M Heravi; Jenny L Gibson; Rosaldo JF Rossetti

    Mining exceptional social behavior on attributed interaction networks

    In: Machine Learning, Vol. 114, No. 11, Pages 1-34, Springer, 2025.

  9. 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.

  10. 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.

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