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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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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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Appearance Learning for Image-based Motion Estimation in Tomography

Jun 18, 2020
Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas Maier

* Accepted at IEEE Transactions on Medical Imaging 

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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

* Accepted at BVM 2020, review score under Top-6 of the conference 

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Image Quality Assessment for Rigid Motion Compensation

Oct 09, 2019
Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier

* Accepted at MedNeurips 2019 

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A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems

Sep 01, 2019
Mario Amrehn, Stefan Steidl, Reinier Kortekaas, Maddalena Strumia, Markus Weingarten, Markus Kowarschik, Andreas Maier

* Accepted as research article at the International Journal of Biomedical Imaging, Hindawi 

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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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Robust Seed Mask Generation for Interactive Image Segmentation

Nov 20, 2017
Mario Amrehn, Stefan Steidl, Markus Kowarschik, Andreas Maier

* Medical Imaging Conference (MIC) 2017 

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UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model

Sep 11, 2017
Mario Amrehn, Sven Gaube, Mathias Unberath, Frank Schebesch, Tim Horz, Maddalena Strumia, Stefan Steidl, Markus Kowarschik, Andreas Maier

* Eurographics Workshop on Visual Computing for Biology and Medicine (2017) 143-147 
* This work is submitted to the 2017 Eurographics Workshop on Visual Computing for Biology and Medicine 

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