Mingxuan Gu

43 papers Journal 26Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — conf
Abstract: BigReg - An Efficient Registration Pipeline for High-resolution X-ray and Light-sheet Fluorescence Microscopy.
Bildverarbeitung für die Medizin
Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier
2026 — conf
Interpretable Framework for Zero-shot 4D Low-dose CT Denoising - Filter2Noise-4D.
Bildverarbeitung für die Medizin
Yipeng Sun, Linda-Sophie Schneider, Siyuan Mei, Chengze Ye, Mingxuan Gu, Fabian Wagner, Siming Bayer, Andreas Maier
2025 J jnl
A Gradient-Based Approach to Fast and Accurate Head Motion Compensation in Cone-Beam CT.
IEEE Trans. Medical Imaging
Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Goldmann, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Alexander Preuhs, Michael Manhart, Andreas K. Maier
2025 J jnl
CyclePose - Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy.
CoRR
Jonas Utz, Stefan Vocht, Anne Tjorven Buessen, Dennis Possart, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
2025 J jnl
Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering.
CoRR
Yipeng Sun, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Chengze Ye, Fabian Wagner, Siming Bayer, Andreas K. Maier
2025 — conf
LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT.
GRAIL/RIME@MICCAI
Yipeng Sun, Linda-Sophie Schneider, Annette Schwarz, Mingxuan Gu, Siyuan Mei, Chengze Ye, Siming Bayer, Andreas K. Maier
2025 J jnl
Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction.
CoRR
Yipeng Sun, Linda-Sophie Schneider, Chengze Ye, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier
2024 J jnl
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier
2024 — conf
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction.
Bildverarbeitung für die Medizin
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 K. Maier
2024 — conf
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
2024 J jnl
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series.
CoRR
Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas K. Maier
2024 J jnl
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images.
CoRR
Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas Maier
2024 — conf
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images.
MICCAI (7)
Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas K. Maier
2024 J jnl
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction.
CoRR
Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier
2024 — conf
Exploring Epipolar Consistency Conditions.
Bildverarbeitung für die Medizin
Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2024 J jnl
On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation.
CoRR
Mareike Thies, Fabian Wagner, Noah Maul, Siyuan Mei, Mingxuan Gu, Laura Pfaff, Nastassia Vysotskaya, Haijun Yu, Andreas Maier
2024 J jnl
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy.
CoRR
Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier
2024 J jnl
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models.
CoRR
Siyuan Mei, Fuxin Fan, Fabian Wagner, Mareike Thies, Mingxuan Gu, Yipeng Sun, Andreas K. Maier
2024 — conf
Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation.
MICCAI (9)
Mingxuan Gu, Mareike Thies, Siyuan Mei, Fabian Wagner, Mingcheng Fan, Yipeng Sun, Zhaoya Pan, Sulaiman Vesal, Ronak Kosti, Dennis Possart, Jonas Utz, Andreas K. Maier
2023 — conf
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
2023 — conf
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae.
Bildverarbeitung für die Medizin
Mingxuan Gu, Mareike Thies, Fabian Wagner, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Zhaoya Pan, Jonas Utz, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier
2023 — conf
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN.
ICCV (Workshops)
Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
2023 J jnl
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN.
CoRR
Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
2023 — conf
McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy.
Bildverarbeitung für die Medizin
Jonas Utz, Maja Schlereth, Jingna Qiu, Mareike Thies, Fabian Wagner, Oumaima B. Brahim, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger
2023 J jnl
Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy.
CoRR
Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2023 — conf
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising.
IPMI
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
2023 — conf
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting.
ISBI
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier
2023 — conf
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model.
Bildverarbeitung für die Medizin
Adarsh Raghunath, Fabian Wagner, Mareike Thies, Mingxuan Gu, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier
2022 J jnl
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation.
CoRR
Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas K. Maier, Ronak Kosti
2022 — conf
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation.
Bildverarbeitung für die Medizin
Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier
2022 J jnl
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation.
CoRR
Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier
2022 J jnl
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction.
CoRR
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 K. Maier
2022 J jnl
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations.
CoRR
Mareike Thies, Fabian Wagner, Mingxuan Gu, Lukas Folle, Lina Felsner, Andreas K. Maier
2022 — conf
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy.
Bildverarbeitung für die Medizin
Fabian Wagner, Mareike Thies, Marek Karolczak, Sabrina Pechmann, Yixing Huang, Mingxuan Gu, Lasse Kling, Daniela Weidner, Oliver Aust, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2022 J jnl
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising.
CoRR
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 K. Maier
2022 J jnl
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting.
CoRR
Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier
2022 J jnl
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT.
CoRR
Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
2022 J jnl
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography.
CoRR
Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2021 J jnl
A hybrid compression method for the NMR data based on window averaging and Discrete Cosine Transform.
Comput. Geosci.
Mingxuan Gu, Ranhong Xie, Guowen Jin, Liang Shao
2021 J jnl
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation.
CoRR
Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar
2021 J jnl
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation.
IEEE Trans. Medical Imaging
Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar
2021 J jnl
Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification.
IEEE J. Biomed. Health Informatics
Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar
2020 J jnl
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification.
CoRR
Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar