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Jahr: 2019
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  1. Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

    Unsupervised pathology detection in medical images using conditional variational autoencoders

    In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 14, No. 3, Pages 451-461, Springer, 2019.

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

    Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

    In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, CA, USA, Pages 264-271, Vol. 10949, SPIE, 2019.

  3. Hristina Uzunova; Jan Ehrhardt; Fabian Jacob; Alex Frydrychowicz; Heinz Handels

    Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

    In: Dinggang Shen; Tianming Liu; Terry M. Peters; Lawrence H. Staib; Caroline Essert; Sean Zhou; Pew-Thian Yap; Ali Khan (Hrsg.). Medical Image Computing and Computer Assisted Intervention -- MICCAI 2019. Medical Image Computing and Computer Assisted Intervention (MICCAI-2019), October 13-17, Shenzhen, China, Pages 112-120, ISBN 978-3-030-32226-7, Springer International Publishing, 2019.

  4. Mehran Goli

    Automatisierte Analyse virtueller Prototypen auf der ESL

    In: S. Hölldobler et al.. Ausgezeichnete Informatikdissertationen 2019. Pages 89-98, ISBN 978-3-88579-775-3, GI Gesellschaft für Informatik, 2019.

  5. Emilia Brzozowska; Oscar Lima; Rodrigo Ventura

    A Generic Optimization Based Cartesian Controller for Robotic Mobile Manipulation

    In: Proceedings of the 2019 International Conference on Robotics and Automation (ICRA). IEEE International Conference on Robotics and Automation (ICRA-2019), May 20-24, Montreal, Canada, Montreal, Canada, Pages 2054-2060, ISBN 978-1-5386-6027-0, IEEE Xplore, 2019.

  6. Milos Kravcik; Ivan Cantador

    UMAP 2019 Workshops & Tutorials Overview and Organization

    In: UMAP'19 Adjunct: Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. International Conference on User Modeling, Adaptation, and Personalization (UMAP-2019), June 9-12, Larnaca, Cyprus, Pages 111-113, ISBN 978-1-4503-6711-0, Association for Computing Machinery, New York, NY, United States, 6/2019.

  7. Matias Valdenegro-Toro; Mariela De Lucas Alvarez; Mariia Dmitrieva; Bilal Wehbe; Georgios Salavasidis; Shahab Heshmati-Alamdari; Juan Francisco Fuentes-Pérez; Veronika Yordanova; Klemen Istenic; Thomas Guerneve

    Results from the Robocademy ITN: Autonomy, Disturbance Rejection and Perception for Advanced Marine Robotics

    cs.RO, arXiv, 10/2019.

  8. Sebastian Baumbach; Christoph Rubel; Sheraz Ahmed; Andreas Dengel

    Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets

    In: Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis. International Conference on Geoinformatics and Data Analysis (ICGDA-2019), March 15-17, Prague, Czech Republic, Pages 110-114, ACM, 3/2019.

  9. Jens Krauth; Stefan Gerlach; Christian Marzahl; Jörn Voigt; Heinz Handels

    Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies

    In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2019. Workshop Bildverarbeitung für die Medizin (BVM-2019), March 20-22, Lübeck, Germany, Pages 37-42, ISBN 978-3-658-25326-4, Springer Fachmedien Wiesbaden, 2019.

  10. Sandra Schultz; Julia Krüger; Heinz Handels; Jan Ehrhardt

    Bayesian inference for uncertainty quantification in point-based deformable image registration

    In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, California, USA, Pages 459-466, Vol. 10949, SPIE, 2019.

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