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Oliver Aust

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Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy

Mar 01, 2023
Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke Christiansen, Andreas Maier

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Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography

Feb 13, 2023
Fabian Wagner, Mareike Thies, Noah Maul, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Christopher Syben, Andreas Maier

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Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising

Dec 09, 2022
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang-Hwan Choi, Andreas Maier

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On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting

Nov 03, 2022
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier

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SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data

Aug 03, 2022
Leonid Mill, Oliver Aust, Jochen A. Ackermann, Philipp Burger, Monica Pascual, Katrin Palumbo-Zerr, Gerhard Krönke, Stefan Uderhardt, Georg Schett, Christoph S. Clemen, Rolf Schröder, Christian Holtzhausen, Samir Jabari, Andreas Maier, Anika Grüneboom

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Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography

Jan 25, 2022
Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke Christiansen, Andreas Maier

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