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Deep Iterative 2D/3D Registration


Jul 21, 2021
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas Maier

* 10 pages,2 figures, Accepted at MICCAI 2021 

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Automatic and explainable grading of meningiomas from histopathology images


Jul 19, 2021
Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville

* 12 pages, 3 figures 

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FlexParser -- the adaptive log file parser for continuous results in a changing world


Jun 06, 2021
Nadine Ruecker, Andreas Maier

* 18 pages, 8 figures, 3 tables 

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SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators


May 21, 2021
Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein

* to be published the in 16th International Conference on Document Analysis and Recognition 2021 ICDAR 

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Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network


May 19, 2021
Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier

* Submitted to Magnetic Resonance in Medicine 

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Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment


Apr 21, 2021
Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu

* Accepted in Medical Image Analysis (MedIA). arXiv admin note: text overlap with arXiv:1905.06362 

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MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks


Apr 03, 2021
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang


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Quantifying the Scanner-Induced Domain Gap in Mitosis Detection


Mar 30, 2021
Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie ter Hoeve, Francesco Ciompi, Andreas Maier

* 3 pages, 1 figure, 1 table, submitted as short paper to MIDL 

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Is Medical Chest X-ray Data Anonymous?


Mar 15, 2021
Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier

* Submission to Nature 

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Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation


Mar 15, 2021
Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar

* Accepted for publication in IEEE Transactions on Medical Imaging (IEEE TMI) 

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On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery


Mar 09, 2021
Amirabbas Davari, Saahil Islam, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation


Mar 09, 2021
Amirabbas Davari, Christoph Baller, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks


Mar 01, 2021
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang


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Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements


Feb 24, 2021
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier

* 16 pages, 6 figures, submitted to Elsevier Medical Image Analysis on Feb 11, 2021 

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Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering


Feb 04, 2021
Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier

* 7 pages, 3 figures, Accepted for Bildverarbeitung f\"ur die Medizin 2021 

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Learning the Update Operator for 2D/3D Image Registration


Feb 04, 2021
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier

* 7 pages, 2 figures, Accepted for Bildverarbeitung f\"ur die Medizin, 07.-09.03.2021 

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SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation


Jan 31, 2021
Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt

* 5 pages, 4 Figures, Submitted at ICIP 2021 

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Learning-Based Patch-Wise Metal Segmentation with Consistency Check


Jan 26, 2021
Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher

* Accepted for Bildverarbeitung f\"ur die Medizin, 07.-09.03.2021 

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X-ray Scatter Estimation Using Deep Splines


Jan 22, 2021
Philipp Roser, Annette Birkhold, Alexander Preuhs, Christopher Syben, Lina Felsner, Elisabeth Hoppe, Norbert Strobel, Markus Korwarschik, Rebecca Fahrig, Andreas Maier

* 10 pages, 11 figures, submitted to IEEE Trans Med Imaging, currently under revision 

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Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm


Jan 14, 2021
Rosanna Dietrich-Sussner, Amirabbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess


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Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images


Jan 13, 2021
Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville

* Submitted to BVM 

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Coronary Plaque Analysis for CT Angiography Clinical Research


Jan 11, 2021
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling

* Accepted to BVM 2021 

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Bayesian U-Net for Segmenting Glaciers in SAR Imagery


Jan 08, 2021
Andreas Hartmann, Amirabbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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Glacier Calving Front Segmentation Using Attention U-Net


Jan 08, 2021
Michael Holzmann, Amirabbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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How Many Annotators Do We Need? -- A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment


Jan 08, 2021
Frauke Wilm, Christof A. Bertram, Christian Marzahl, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger, Matti Kiupel, Andreas Maier, Robert Klopfleisch, Marc Aubreville

* Due to data inconsistencies experiments had to be repeated with a reduced number of annotators (17 in version 1). All findings of the previous version were reproducible. 7 pages, 2 figures, accepted at BVM workshop 2021 

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