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Mingxuan Gu

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EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction

Mar 15, 2024
Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas Maier

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Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series

Jan 29, 2024
Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas Maier

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A gradient-based approach to fast and accurate head motion compensation in cone-beam CT

Jan 17, 2024
Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas Maier

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Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN

Aug 03, 2023
Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger

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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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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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Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction

Dec 05, 2022
Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, 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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Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT

Jul 15, 2022
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas Maier

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ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation

Jun 08, 2022
Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas Maier, Ronak Kosti

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