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Andreas Maier

Friedrich-Alexander-Universität Erlangen-Nürnberg Germany

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

Feb 17, 2021
Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang

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

Feb 16, 2021
Amirabbas Davari, Saahil Islam, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein

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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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Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors

Jan 05, 2021
Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville

* Accepted at BVM workshop 2021 

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2-D Respiration Navigation Framework for 3-D Continuous Cardiac Magnetic Resonance Imaging

Dec 26, 2020
Elisabeth Hoppe, Jens Wetzl, Philipp Roser, Lina Felsner, Alexander Preuhs, Andreas Maier

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

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Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification

Dec 24, 2020
Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar

* Accepted at IEEE Journal of Biomedical and Health Informatics (IEEE-JBHI) 

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Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning

Dec 10, 2020
Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas Maier, Vincent Christlein

* Link to the repository containing the code to reproduce the experiments. For further details, please read the README. Link: 

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Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization

Dec 07, 2020
Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier

* Proceedings for "2020 IEEE Nuclear Science Symposium and Medical Imaging Conference" 

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Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation

Nov 20, 2020
Leonid Mill, David Wolff, Nele Gerrits, Patrick Philipp, Lasse Kling, Florian Vollnhals, Andrew Ignatenko, Christian Jaremenko, Yixing Huang, Olivier De Castro, Jean-Nicolas Audinot, Inge Nelissen, Tom Wirtz, Andreas Maier, Silke Christiansen

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Joint Super-Resolution and Rectification for Solar Cell Inspection

Nov 10, 2020
Mathis Hoffmann, Thomas Köhler, Bernd Doll, Frank Schebesch, Florian Talkenberg, Ian Marius Peters, Christoph J. Brabec, Andreas Maier, Vincent Christlein

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Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising

Oct 29, 2020
Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier

* 14 pages, 4 figures, to be published in Biomedical Optics Express 

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Reconstruction of Voxels with Position- and Angle-Dependent Weightings

Oct 27, 2020
Lina Felsner, Tobias Würfl, Christopher Syben, Philipp Roser, Alexander Preuhs, Andreas Maier, Christian Riess

* This paper was originally published at the 6th International Conference on Image Formation in X-Ray Computed Tomography (CTmeeting 2020) 

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ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments

Oct 20, 2020
Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein

* ICFHR 2020 

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Automatic CAD-RADS Scoring Using Deep Learning

Oct 05, 2020
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier

* Published at MICCAI 2020 

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Deep Learning-based Pipeline for Module Power Prediction from EL Measurements

Sep 30, 2020
Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein

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Graph convolutional regression of cardiac depolarization from sparse endocardial maps

Sep 28, 2020
Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas Maier, Henry Halperin, Tommaso Mansi

* Accepted at the MICCAI 2020 Workshop Statistical Atlases and Computational Modeling of the Heart (STACOM) 

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Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems

Sep 09, 2020
Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier

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