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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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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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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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Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images

May 20, 2020
Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier

* 10 pages, 9 figures 

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Projection Inpainting Using Partial Convolution for Metal Artifact Reduction

May 02, 2020
Lin Yuan, Yixing Huang, Andreas Maier

* Technical Report 

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Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning

Jan 08, 2020
Yixing Huang, Shengxiang Wang, Yong Guan, Andreas Maier

* Journal of Synchrotron Radiation 2020 

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Field of View Extension in Computed Tomography Using Deep Learning Prior

Dec 09, 2019
Yixing Huang, Lei Gao, Alexander Preuhs, Andreas Maier

* Submitted to Bildverarbeitung fuer die Medizin 2020 

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Superpixel-Based Background Recovery from Multiple Images

Nov 04, 2019
Lei Gao, Yixing Huang, Andreas Maier

* Technical Report 

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Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

Aug 28, 2019
Yixing Huang, Alexander Preuhs, Guenter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas Maier

* Accepted by MICCAI MLMIR workshop 

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Scale-Space Anisotropic Total Variation for Limited Angle Tomography

Jan 29, 2018
Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Guenter Lauritsch, Andreas Maier

* 8 pages, 12 figures (48 subfigrues in total) 

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Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction

Jan 03, 2017
Xiaolin Huang, Yan Xia, Lei Shi, Yixing Huang, Ming Yan, Joachim Hornegger, Andreas Maier

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