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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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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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Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee


Jul 09, 2020
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier

* 10 pages, 2 figures, 2 tables, accepted at MICCAI 2020 

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Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning


Jul 08, 2020
Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

* 10 pages, 3 figures, 1 table, accepted at MICCAI 2020 

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An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process


Jan 12, 2020
Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyupoglo, 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

* 6 pages, accepted at BVM 2020 

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Precision Learning: Towards Use of Known Operators in Neural Networks


Oct 12, 2018
Andreas Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang-Hwan Choi, Rebecca Fahrig

* A. Maier, F. Schebesch, C. Syben, T. W\"urfl, S. Steidl, J.-H. Choi, R. Fahrig, Precision Learning: Towards Use of Known Operators in Neural Networks, in: 24rd International Conference on Pattern Recognition (ICPR), 2018, pp. 183-188 
* accepted on ICPR 2018 

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Precision Learning: Reconstruction Filter Kernel Discretization


Jul 09, 2018
Christopher Syben, Bernhard Stimpel, Katharina Breininger, Tobias Würfl, Rebecca Fahrig, Arnd Dörfler, Andreas Maier

* Accepted at The Fifth International Conference on Image Formation in X-Ray Computed Tomography 

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Action Learning for 3D Point Cloud Based Organ Segmentation


Jun 14, 2018
Xia Zhong, Mario Amrehn, Nishant Ravikumar, Shuqing Chen, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas Maier


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