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Publications

 

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Displaying results 1 to 10 of 6443.

  1. 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.

  2. 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.

  3. 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.

  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; 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.

  6. Mina Ameli; Viktor Pfanschilling; Anar Amirli; Wolfgang Maaß; Kristian Kersting

    Unsupervised Multi-Sensor Anomaly Localization with Explainable AI

    In: Proceedings of AIAI 2022. International Conference on Artificial Intelligence Applications and Innovations (AIAI-2022), June 17-20, Crete, Greece, …

  7. 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. …

  8. 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 …

  9. Paul Strenge; Birgit Lange; Christin Grill; Wolfgang Draxinger; Veit Danicke; Dirk Theisen-Kunde; Heinz Handels; Matteo Mario Bonsanto; Christian Hagel; Robert Huber; others

    Comparison of two optical coherence tomography systems to identify human brain tumor

    In: Proceedings Volume 11924, Optical Coherence Imaging Techniques and Imaging in Scattering Media IV. European Conferences on Biomedical Optics …

  10. Julia Andresen; Hristina Uzunova; Jan Ehrhardt; Heinz Handels

    New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration Networks

    In: Olivier Commowick; Frédéric Cervenansky; François Cotton; Michel Dojat (Hrsg.). MICCAI2021 - MSSEG-2 challenge proceedings: Multiple sclerosis new …

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