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DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering


Oct 11, 2021
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier


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Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes


Sep 15, 2021
Celia Martin Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Sarina Thomas, Lisa Kausch, Andreas Maier, Holger Kunze


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Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery


Sep 06, 2021
Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier

* Submitted to Magnetic Resonance in Medicine 

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Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery


Sep 01, 2021
Fuxin Fan, Björn Kreher, Holger Keil, Andreas Maier, Yixing Huang


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Module-Power Prediction from PL Measurements using Deep Learning


Aug 31, 2021
Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein


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InSE-NET: A Perceptually Coded Audio Quality Model based on CNN


Aug 30, 2021
Guanxin Jiang, Arijit Biswas, Christian Bergler, Andreas Maier

* Accepted to 151st Audio Engineering Society (AES), Las Vegas, NV, USA, October 2021 

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Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens


Aug 19, 2021
Christian Marzahl, Jenny Hill, Jason Stayt, Dorothee Bienzle, Lutz Welker, Frauke Wilm, Jörn Voigt, Marc Aubreville, Andreas Maier, Robert Klopfleisch, Katharina Breininger, Christof A. Bertram

* Submitted to SCIENTIFIC DATA 

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Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future


Aug 10, 2021
Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang

* 22 pages, 4 figures, submitted to "Progress in Biomedical Engineering" 

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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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