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Andreas Maier

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Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics

Dec 12, 2019
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier

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Epoch-wise label attacks for robustness against label noise

Dec 12, 2019
Sebastian Guendel, Andreas Maier

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Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation

Dec 11, 2019
Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas Maier

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Field of View Extension in Computed Tomography Using Deep Learning Prior

Dec 09, 2019
Yixing Huang, Lei Gao, Alexander Preuhs, Andreas Maier

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ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents

Dec 08, 2019
Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier

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Deep autofocus with cone-beam CT consistency constraint

Dec 04, 2019
Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier

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Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-beam CT

Dec 03, 2019
Jennifer Maier, Luis Carlos Rivera Monroy, Christopher Syben, Yejin Jeon, Jang-Hwan Choi, Mary Elizabeth Hall, Marc Levenston, Garry Gold, Rebecca Fahrig, Andreas Maier

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Learning New Tricks from Old Dogs -- Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment

Nov 25, 2019
Marc Aubreville, Christof A. Bertram, Samir Jabari, Christian Marzahl, Robert Klopfleisch, Andreas Maier

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