Siyuan Mei

27 papers Journal 16Unranked 11
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
Abstract: DRACO - Differentiable Reconstruction for Arbitrary CBCT Orbits.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier
2026 J jnl
Analyzing and adapting diffusion segmentation behavior for medical images.
Biomed. Signal Process. Control.
Mathias Öttl, Siyuan Mei, Frauke Wilm, Jingna Qiu, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Hanna Hübner, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
2026 — conf
Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning.
Bildverarbeitung für die Medizin
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Siyuan Mei, Siming Bayer, Paula Andrea Pérez-Toro, 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
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 J jnl
GANeXt: A Fully ConvNeXt-Enhanced Generative Adversarial Network for MRI- and CBCT-to-CT Synthesis.
CoRR
Siyuan Mei, Yan Xia, Fuxin Fan
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: Metal Inpainting in CBCT Projections using Score-based Generative Model.
Bildverarbeitung für die Medizin
Siyuan Mei, Fuxin Fan, Andreas K. Maier
2024 J jnl
Analysing Diffusion Segmentation for Medical Images.
CoRR
Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
2024 J jnl
DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits.
CoRR
Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas 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 — conf
No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising.
MICCAI (10)
Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul, Siyuan Mei, Tobias Würfl, 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
Metal Inpainting in CBCT Projections Using Score-based Generative Model.
ISBI
Siyuan Mei, Fuxin Fan, Andreas Maier
2022 J jnl
Metal Inpainting in CBCT Projections Using Score-based Generative Model.
CoRR
Siyuan Mei, Fuxin Fan, Andreas K. Maier
2021 J jnl
A dual attention network based on efficientNet-B2 for short-term fish school feeding behavior analysis in aquaculture.
Comput. Electron. Agric.
Ling Yang, HuiHui Yu, Yuelan Cheng, Siyuan Mei, Yanqing Duan, Daoliang Li, Yingyi Chen