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Publikationen

Seite 3 von 6.

  1. Julia Andresen; Timo Kepp; Michael Wang-Evers; Jan Ehrhardt; Dieter Manstein; Heinz Handels

    Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering

    In: Klaus Maier-Hein; Thomas M Deserno; Heinz Handels; Andreas Maier; Christoph Palm; Thomas Tolxsdorff (Hrsg.). Bildverarbeitung für die Medizin 2022. Pages 1-6, Informatik aktuell (INFORMAT), Springer, 2022.

  2. Timo Kepp; Julia Andresen; Helge Sudkamp; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Jan Ehrhardt; Heinz Handels

    Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images

    In: Klaus Maier-Hein; Thomas M Deserno; Heinz Handels; Andreas Maier; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2022. Pages 32-37, Springer, 2022.

  3. Hristina Uzunova; Matthias Wilms; Nils D Forkert; Heinz Handels; Jan Ehrhardt

    A systematic comparison of generative models for medical images

    In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, Pages 1-12, Springer, 2022.

  4. Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels

    Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies

    In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, No. 4, Pages 699-710, Springer, 2022.

  5. Hristina Uzunova; Leonie Basso; Jan Ehrhardt; Heinz Handels

    Synthesis of annotated pathological retinal OCT data with pathology-induced deformations

    In: Medical Imaging 2022: Computer-Aided Diagnosis. SPIE Medical Imaging, Pages 908-913, Vol. 12033, SPIE, 2022.

  6. Hannes Ulrich; Hristina Uzunova; Heinz Handels; Josef Ingenerf

    Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks

    In: Studies in Health Technology and Informatics, Vol. 294, Pages 357-361, IOS Press, 2022.

  7. Paul Strenge; Birgit Lange; Christin Grill; Wolfgang Draxinger; Veit Danicke; Dirk Theisen-Kunde; Christian Hagel; Sonja Spahr-Hess; Matteo M Bonsanto; Robert Huber; Heinz Handels; Ralf Brinkmann

    Registration of histological brain images onto optical coherence tomography images based on shape information

    In: Physics in Medicine & Biology, Vol. 67, Pages 1-18, IOP Publishing, 2022.

  8. P. Strenge; B. Lange; C. Grill; W. Draxinger; V. Danicke; D. Theisen-Kunde; Heinz Handels; C. Hagel; M. Bonsanto; R. Huber; R. Brinkmann

    Creating a depth-resolved OCT-dataset for supervised classification based on ex vivo human brain samples

    In: Joseph A. Izatt; James G. Fujimoto (Hrsg.). Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXV. SPIE Photonics West, March 6-11, San Francisco, CA, USA, Pages 78-85, Proceedings of SPIE, Vol. 11630, SPIE, 4/2021.

  9. Hristina Uzunova; Heinz Handels; Jan Ehrhardt

    Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders

    In: Proceedings of Machine Learning Research. Medical Imaging with Deep Learning (MIDL-2021), July 7-9, Lübeck/Virtual, Germany, MLResearchPress, 2021.

  10. Hristina Uzunova; Jesse Kruse; Paul Kaftan; Matthias Wilms; Nils D Forkert; Heinz Handels; Jan Ehrhardt

    Analysis of Generative Shape Modeling Approaches: Latent Space Properties and Interpretability

    In: Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Workshop Bildverarbeitung für die Medizin (BVM-2021), March 7-9, Regensburg, Germany, Pages 344-349, Springer, 2021.