Siyuan Mei

According to our database, Siyuan Mei authored at least 30 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation.

Mengchen Fan, Baocheng Geng, Xi Xiao, Tianyang Wang, Siyuan Mei, Pulin Che, Xiaoqian Jiang, Qizhen Lan

CoRR, May, 2026

Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI.

Daiqi Liu, Lukas Mulzer, Md Hasan, Nyvenn de Castro, Fangxu Xing, Xingjian Kang, Chengze Ye, Siyuan Mei, Yipeng Sun, Tomás Arias-Vergara, Jana Hutter, Jonghye Woo, Andreas K. Maier, Paula Andrea Pérez-Toro

CoRR, May, 2026

Generating synthetic computed tomography for radiotherapy: SynthRAD2025 challenge report.

Viktor Rogowski, Maarten L. Terpstra, Niklas Wahl, Florian Kamp, Erik van der Bijl, Arthur Jr Galapon, Christopher Kurz, Bowen Xin, Zhengxiang Sun, Hollie Min, Gregg Belous, Jason Dowling, Yan Xia, Siyuan Mei, Fuxin Fan, Arthur Longuefosse, Javier Sequeiro González, Miguel Díaz Benito, Álvaro García-Martín, Fabien Baldacci, Valentin Boussot, Cédric Hémon, Jean-Claude Nunes, Jean-Louis Dillenseger, Zhiyuan Zhang, Jinghua Cai, Han Bing, Tan Zuopeng, Ricardo Coimbra Brioso, Daniele Loiacono, Guillaume Landry, Adrian Thummerer, Matteo Maspero

CoRR, May, 2026

Generative Drifting for Conditional Medical Image Generation.

Zirong Li, Siyuan Mei, Weiwen Wu, Andreas K. Maier, Lina Gölz, Yan Xia

CoRR, April, 2026

Vision transformer Hook for dense predictions.

Siyuan Mei, Mareike Thies, Yan Xia, Yipeng Sun, Fei Wu, Fuxin Fan, Mingxuan Gu, Chengze Ye, Yixing Huang, Vincent Christlein, Andreas K. Maier

Pattern Recognit., 2026

Analyzing and adapting diffusion segmentation behavior for medical images.

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

Biomed. Signal Process. Control., 2026

Abstract: DRACO - Differentiable Reconstruction for Arbitrary CBCT Orbits.

Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning.

Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Siyuan Mei, Siming Bayer, Paula Andrea Pérez-Toro, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

Interpretable Framework for Zero-shot 4D Low-dose CT Denoising - Filter2Noise-4D.

Yipeng Sun, Linda-Sophie Schneider, Siyuan Mei, Chengze Ye, Mingxuan Gu, Fabian Wagner, Siming Bayer, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

Abstract: BigReg - An Efficient Registration Pipeline for High-resolution X-ray and Light-sheet Fluorescence Microscopy.

Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

2025

GANeXt: A Fully ConvNeXt-Enhanced Generative Adversarial Network for MRI- and CBCT-to-CT Synthesis.

Siyuan Mei, Yan Xia, Fuxin Fan

CoRR, December, 2025

Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction.

Yipeng Sun, Linda-Sophie Schneider, Chengze Ye, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier

CoRR, May, 2025

Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering.

Yipeng Sun, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Chengze Ye, Fabian Wagner, Siming Bayer, Andreas K. Maier

CoRR, April, 2025

A Gradient-Based Approach to Fast and Accurate Head Motion Compensation in Cone-Beam CT.

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

IEEE Trans. Medical Imaging, February, 2025

LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT.

Yipeng Sun, Linda-Sophie Schneider, Annette Schwarz, Mingxuan Gu, Siyuan Mei, Chengze Ye, Siming Bayer, Andreas K. Maier

Proceedings of the Reconstruction and Imaging Motion Estimation, and Graphs in Biomedical Image Analysis, 2025

2024

DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits.

Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier

CoRR, 2024

On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation.

Mareike Thies, Fabian Wagner, Noah Maul, Siyuan Mei, Mingxuan Gu, Laura Pfaff, Nastassia Vysotskaya, Haijun Yu, Andreas Maier

CoRR, 2024

Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy.

Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier

CoRR, 2024

Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models.

Siyuan Mei, Fuxin Fan, Fabian Wagner, Mareike Thies, Mingxuan Gu, Yipeng Sun, Andreas K. Maier

CoRR, 2024

Analysing Diffusion Segmentation for Medical Images.

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

CoRR, 2024

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

Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier

CoRR, 2024

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

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

CoRR, 2024

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

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

CoRR, 2024

Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images.

Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas K. Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising.

Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul, Siyuan Mei, Tobias Würfl, Andreas K. Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Exploring Epipolar Consistency Conditions.

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

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Metal Inpainting in CBCT Projections using Score-based Generative Model.

Siyuan Mei, Fuxin Fan, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Metal Inpainting in CBCT Projections Using Score-based Generative Model.

Siyuan Mei, Fuxin Fan, Andreas Maier

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2021

A dual attention network based on efficientNet-B2 for short-term fish school feeding behavior analysis in aquaculture.

Ling Yang, HuiHui Yu, Yuelan Cheng, Siyuan Mei, Yanqing Duan, Daoliang Li, Yingyi Chen

Comput. Electron. Agric., 2021