Kuangyu Shi

62 papers A 1B 2C 1Journal 36Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution.
CoRR
Liutao Yang, Zi Wang, Peiyuan Jing, Xiaowen Wang, Javier A. Montoya-Zegarra, Kuangyu Shi, Daoqiang Zhang, Guang Yang
2026 J jnl
DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising.
CoRR
Yinchi Zhou, Liang Guo, Huidong Xie, Yuexi Du, Ashley Wang, Menghua Xia, Tian Yu, Ramesh Fazzone-Chettiar, Christopher A. Weyman, Bruce Spottiswoode, Vladimir Y. Panin, Kuangyu Shi, Edward J. Miller, Attila Feher, Albert J. Sinusas, Nicha C. Dvornek, Chi Liu
2026 J jnl
Developing Foundation Models for Universal Segmentation from 3D Whole-Body Positron Emission Tomography.
CoRR
Yichi Zhang, Le Xue, Wenbo Zhang, Lanlan Li, Feiyang Xiao, Yuchen Liu, Xiaohui Zhang, Hongwei Zhang, Shuqi Wang, Gang Feng, Liling Peng, Xin Gao, Yuanfan Xu, Yuan Qi, Kuangyu Shi, Hong Zhang, Yuan Cheng, Mei Tian, Zixin Hu
2026 J jnl
Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data.
Medical Image Anal.
Huidong Xie, Weijie Gan, Reimund Bayerlein, Bo Zhou, Mingkai Chen, Michal Kulon, Annemarie Boustani, Kuan-Yin Ko, Der-Shiun Wang, Benjamin A. Spencer, Wei Ji, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, Yinchi Zhou, Hui Liu, Liang Guo, Hongyu An, Ulugbek S. Kamilov, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Ge Wang, Ramsey D. Badawi, Chi Liu
2026 J jnl
FADFNet: A fine-tunable and adaptive decomposition-fusion network for cross-dataset low-dose CT and low-dose PET image reconstruction.
Medical Image Anal.
Fangji Qian, Weitao Wang, Yanyan Huang, Meng Niu, Yuanxue Gao, Zihao Zhao, Kuangyu Shi, Lequan Yu, Yu Fu, Cheng Zhuo
2026 J jnl
LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising.
IEEE Trans. Medical Imaging
Menghua Xia, Huidong Xie, Qiong Liu, Bo Zhou, Hanzhong Wang, Biao Li, Axel Rominger, Quanzheng Li, Ramsey D. Badawi, Kuangyu Shi, Georges El Fakhri, Chi Liu
2026 J jnl
TheraAgent: Multi-Agent Framework with Self-Evolving Memory and Evidence-Calibrated Reasoning for PET Theranostics.
CoRR
Zhihao Chen, Jiahui Wang, Yizhou Chen, Xiaozhong Ji, Xiaobin Hu, Jimin Hong, Wolfram A. Bosbach, Axel Rominger, Ali Afshar-Oromieh, Hongming Shan, Kuangyu Shi
2025 J jnl
A Brief History of Digital Twin Technology.
CoRR
Yunqi Zhang, Kuangyu Shi, Biao Li
2025 J jnl
Anomaly Detection in Medical Images Using Encoder-Attention-2Decoders Reconstruction.
IEEE Trans. Medical Imaging
Peng Tang, Xiaoxiao Yan, Xiaobin Hu, Kai Wu, Tobias Lasser, Kuangyu Shi
2025 J jnl
Artificial intelligence for simplified patient-centered dosimetry in radiopharmaceutical therapies.
CoRR
Alejandro López-Montes, Fereshteh Yousefirizi, Yizhou Chen, Yazdan Salimi, Robert Seifert, Ali Afshar-Oromieh, Carlos F. Uribe, Axel Rominger, Habib Zaidi, Arman Rahmim, Kuangyu Shi
2025 J jnl
Continuous and componentized facial palsy measurement alignment and clinical interpretable model.
npj Digit. Medicine
Xiudong Guan, Haixin Wang, Dainan Zhang, Chenglong Hou, Shunchang Ma, Jun Zhang, Xiaofeng Sun, Wenke Liu, Meiqing Lou, Yan Qu, Tianzhi Zhao, Dong Zhong, Jiayi Peng, Peiliang Li, Dan Xiao, Yuanwen Jiang, Peng Kang, Fei Yao, Xiaoxue Fu, Zhan Xue, Liangpeng Chen, Ziyang Li, Haolin Li, Muzhi Yu, Shikun Zhang, Ming Ni, Guijun Jia, Kuangyu Shi, Jinan Sun, Deling Li, Wang Jia
2025 J jnl
Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging.
CoRR
Yujin Oh, Robert Seifert, Yihan Cao, Christoph Clement, Justin Ferdinandus, Constantin Lapa, Alessandro Liebich, Michelle Amon, Johanna Enke, Sifan Song, Runqi Meng, Fang Zeng, Ning Guo, Xiang Li, Pedram Heidari, Axel Rominger, Kuangyu Shi, Quanzheng Li
2025 J jnl
Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba.
Medical Image Anal.
Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
2025 J jnl
Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising.
CoRR
Yinchi Zhou, Huidong Xie, Menghua Xia, Qiong Liu, Bo Zhou, Tianqi Chen, Jun Hou, Liang Guo, Xinyuan Zheng, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Nicha C. Dvornek, Chi Liu
2025 J jnl
Patient-specific AI for generation of 3D dosimetry imaging from two 2D-planar measurements.
CoRR
Alejandro López-Montes, Robert Seifert, Astrid Delker, Guido Böning, Jiahui Wang, Christoph Clement, Ali Afshar-Oromieh, Axel Rominger, Kuangyu Shi
2025 J jnl
Semi-Supervised Learning for Dose Prediction in Targeted Radionuclide: A Synthetic Data Study.
CoRR
Jing Zhang, Alexandre Bousse, Laetitia Imbert, Song Xue, Kuangyu Shi, Julien Bert
2025 — conf
Towards Multi-scenario Generalization: Text-Guided Unified Framework for Low-Dose CT and Total-Body PET Reconstruction.
MICCAI (2)
Weitao Wang, Yanyan Huang, Shunjie Dong, Le Xue, Kuangyu Shi, Yu Fu
2025 — conf
UDPET: Ultra-low Dose PET Imaging Challenge Dataset.
MICCAI (13)
Song Xue, Hanzhong Wang, Yizhou Chen, Fanxuan Liu, Hong Zhu, Marco Viscione, Rui Guo, Axel Rominger, Biao Li, Kuangyu Shi
2024 J jnl
Detection of individual brain tau deposition in Alzheimer's disease based on latent feature-enhanced generative adversarial network.
NeuroImage
Jiehui Jiang, Rong Shi, Jiaying Lu, Min Wang, Qi Zhang, Shuoyan Zhang, Luyao Wang, Ian Alberts, Axel Rominger, Chuantao Zuo, Kuangyu Shi
2024 J jnl
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba.
CoRR
Jiahao Huang, Liutao Yang, Fanwen Wang, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
2024 J jnl
MPGAN: Multi Pareto Generative Adversarial Network for the denoising and quantitative analysis of low-dose PET images of human brain.
Medical Image Anal.
Yu Fu, Shunjie Dong, Yanyan Huang, Meng Niu, Chao Ni, Lequan Yu, Kuangyu Shi, Zhijun Yao, Cheng Zhuo
2024 — conf
PET Image Denoising Based on 3D Denoising Diffusion Probabilistic Model: Evaluations on Total-Body Datasets.
MICCAI (7)
Boxiao Yu, Savas Ozdemir, Yafei Dong, Wei Shao, Kuangyu Shi, Kuang Gong
2023 C conf
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma.
CIBCB
Lara Cavinato, Jimin Hong, Stefan Reinhard, Martin Wartenberg, Paolo Zunino, Andrea Manzoni, Francesca Ieva, Kuangyu Shi
2023 J jnl
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images.
Medical Image Anal.
Yu Fu, Shunjie Dong, Meng Niu, Le Xue, Hanning Guo, Yanyan Huang, Yuanfan Xu, Tianbai Yu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Hong Zhang, Mei Tian, Cheng Zhuo
2023 — conf
Deep Learning Approaches for Contrast Removal from Contrast-enhanced CT - Streamlining Personalized Internal Dosimetry.
Bildverarbeitung für die Medizin
Marcel Ganß, Francesca De Benetti, Julia Brosch-Lenz, Carlos Uribe, Kuangyu Shi, Matthias Eiber, Nassir Navab, Thomas Wendler
2023 — conf
Enhancing Medical Image Segmentation with Anatomy-aware Label Dependency.
Bildverarbeitung für die Medizin
Francesca De Benetti, Robin Frasch, Luis F. Rodriguez Venegas, Kuangyu Shi, Nassir Navab, Thomas Wendler
2023 J jnl
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising.
CoRR
Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu
2023 J jnl
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising.
Medical Image Anal.
Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, Jun Hou, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu
2023 J jnl
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation.
IEEE Trans. Medical Imaging
Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo
2023 J jnl
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET.
CoRR
Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Rominger, Kuangyu Shi, Nassir Navab, Thomas Wendler
2023 — conf
Self-supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET.
MICCAI (1)
Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Rominger, Kuangyu Shi, Nassir Navab, Thomas Wendler
2022 J jnl
Application of the nnU-Net for automatic segmentation of lung lesion on CT images, and implication on radiomic models.
CoRR
Matteo Ferrante, Lisa Rinaldi, Francesca Botta, Xiaobin Hu, Andreas Dolp, Marta Minotti, Francesca De Piano, Gianluigi Funicelli, Stefania Volpe, Federica Bellerba, Paolo De Marco, Sara Raimondi, Stefania Rizzo, Kuangyu Shi, Marta Cremonesi, Barbara Alicja Jereczek-Fossa, Lorenzo Spaggiari, Filippo De Marinis, Roberto Orecchia, Daniela Origgi
2022 — conf
Concept Development of an On-Chip PET System.
EMBC
Christoph Clement, Gabriele Birindelli, Marco Pizzichemi, Francesco Pagano, Marianna Kruithof-de Julio, Axel Rominger, Sibylle Ziegler, Etiennette Auffray, Kuangyu Shi
2022 J jnl
Non-Invasive Glucose Metabolism Quantification Method Based on Unilateral ICA Image Derived Input Function by Hybrid PET/MR in Ischemic Cerebrovascular Disease.
IEEE J. Biomed. Health Informatics
Min Wang, Bixiao Cui, Yi Shan, Hongwei Yang, Zhuangzhi Yan, Lalith Kumar Shiyam Sundar, Ian Alberts, Axel Rominger, Thomas Wendler, Kuangyu Shi, Yan Ma, Jiehui Jiang, Jie Lu
2021 — conf
Deep Learning for Predicting Gamma-Ray Interaction Positions in LYSO Detector.
EMBC
Christoph Clement, Gabriele Birindelli, Marco Pizzichemi, Francesco Pagano, Marianna Kruithof-de Julio, Axel Rominger, Etiennette Auffray, Kuangyu Shi
2021 — conf
Development of a deep learning method for CT-free correction for an ultra-long axial field of view PET scanner.
EMBC
Song Xue, Karl Peter Bohn, Rui Guo, Hasan Sari, Marco Viscione, Axel Rominger, Biao Li, Kuangyu Shi
2021 — conf
In silico study on radiobiological efficacy of Ac-225 and Lu-177 for PSMA-guided radiotherapy.
EMBC
Gabriele Birindelli, Milos Drobnjakovic, Volker Morath, Katja Steiger, Calogero D'Alessandria, Eleni Gourni, Ali Afshar-Oromieh, Wolfgang Weber, Axel Rominger, Matthias Eiber, Kuangyu Shi
2020 J jnl
Coarse-to-Fine Adversarial Networks and Zone-Based Uncertainty Analysis for NK/T-Cell Lymphoma Segmentation in CT/PET Images.
IEEE J. Biomed. Health Informatics
Xiaobin Hu, Rui Guo, Jieneng Chen, Hongwei Li, Diana Waldmannstetter, Yu Zhao, Biao Li, Kuangyu Shi, Bjoern H. Menze
2019 — conf
A 3D Deep Residual Convolutional Neural Network for Differential Diagnosis of Parkinsonian Syndromes on
EMBC
Yu Zhao, Ping Wu, Jian Wang, Hongwei Li, Nassir Navab, Igor Yakushev, Wolfgang Weber, Markus Schwaiger, Sung-Cheng Huang, Paul Cumming, Axel Rominger, Chuantao Zuo, Kuangyu Shi
2019 — conf
Deep Neural Network for Automatic Characterization of Lesions on 68Ga-PSMA PET/CT Images.
EMBC
Yu Zhao, Andrei Gafita, Giles Tetteh, Fabian Haupt, Ali Afshar-Oromieh, Bjoern H. Menze, Matthias Eiber, Axel Rominger, Kuangyu Shi
2019 — conf
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks.
EMBC
Hongwei Li, Maximilian Reichert, Kanru Lin, Nikita Tselousov, Rickmer Braren, Deliang Fu, Roland Schmid, Ji Li, Bjoern H. Menze, Kuangyu Shi
2019 — conf
Spatial-Frequency Non-local Convolutional LSTM Network for pRCC Classification.
MICCAI (6)
Yu Zhao, Yuan Liu, Yansheng Kan, Anjany Sekuboyina, Diana Waldmannstetter, Hongwei Li, Xiaobin Hu, Xiaozhi Zhao, Kuangyu Shi, Bjoern H. Menze
2018 J jnl
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks.
CoRR
Hongwei Li, Kanru Lin, Maximilian Reichert, Lina Xu, Rickmer Braren, Deliang Fu, Roland Schmid, Ji Li, Bjoern Holger Menze, Kuangyu Shi
2018 — conf
Learning Optimal Deep Projection of
DLMIA/ML-CDS@MICCAI
Shubham Kumar, Abhijit Guha Roy, Ping Wu, Sailesh Conjeti, R. S. Anand, Jian Wang, Igor Yakushev, Stefan Förster, Markus Schwaiger, Sung-Cheng Huang, Axel Rominger, Chuantao Zuo, Kuangyu Shi
2018 J jnl
Learning Optimal Deep Projection of
CoRR
Shubham Kumar, Abhijit Guha Roy, Ping Wu, Sailesh Conjeti, R. S. Anand, Jian Wang, Igor Yakushev, Stefan Förster, Markus Schwaiger, Sung-Cheng Huang, Axel Rominger, Chuantao Zuo, Kuangyu Shi
2018 J jnl
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis.
CoRR
Deepa Gunashekar, Sailesh Conjeti, Abhijit Guha Roy, Nassir Navab, Kuangyu Shi
2017 J jnl
Data-driven identification of intensity normalization region based on longitudinal coherency of
NeuroImage
Huiwei Zhang, Ping Wu, Sibylle Ilse Ziegler, Yihui Guan, Yuetao Wang, Jingjie Ge, Markus Schwaiger, Sung-Cheng Huang, Chuantao Zuo, Stefan Förster, Kuangyu Shi
2017 J jnl
Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics.
Comput. Medical Imaging Graph.
Kuangyu Shi, Fei Gao, Nassir Navab, Julia A. Schnabel, Pengcheng Shi, Sibylle Ilse Ziegler
2017 J jnl
Individual refinement of attenuation correction maps for hybrid PET/MR based on multi-resolution regional learning.
Comput. Medical Imaging Graph.
Kuangyu Shi, Sebastian Fürst, Liang Sun, Mathias Lukas, Nassir Navab, Stefan Förster, Sibylle Ilse Ziegler
2017 — ed.
Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment - Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings
CMMI/RAMBO/SWITCH@MICCAI
M. Jorge Cardoso, Tal Arbel, Fei Gao, Bernhard Kainz, Theo van Walsum, Kuangyu Shi, Kanwal K. Bhatia, Roman Peter, Tom Vercauteren, Mauricio Reyes, Adrian V. Dalca, Roland Wiest, Wiro J. Niessen, Bart J. Emmer
2017 — conf
Pattern Visualization and Recognition Using Tensor Factorization for Early Differential Diagnosis of Parkinsonism.
MICCAI (3)
Rui Li, Ping Wu, Igor Yakushev, Jian Wang, Sibylle Ilse Ziegler, Stefan Förster, Sung-Cheng Huang, Markus Schwaiger, Nassir Navab, Chuantao Zuo, Kuangyu Shi
2017 — conf
W-Net for Whole-Body Bone Lesion Detection on ^68 Ga-Pentixafor PET/CT Imaging of Multiple Myeloma Patients.
CMMI/RAMBO/SWITCH@MICCAI
Lina Xu, Giles Tetteh, Mona Mustafa, Jana Lipková, Yu Zhao, Marie Bieth, Patrick Ferdinand Christ, Marie Piraud, Bjoern H. Menze, Kuangyu Shi
2015 J jnl
Direct Parametric Image Reconstruction in Reduced Parameter Space for Rapid Multi-Tracer PET Imaging.
IEEE Trans. Medical Imaging
Xiaoyin Cheng, Zhoulei Li, Zhen Liu, Nassir Navab, Sung-Cheng Huang, Ulrich Keller, Sibylle Ilse Ziegler, Kuangyu Shi
2013 — conf
Direct Parametric Image Reconstruction of Rapid Multi-tracer PET.
MICCAI (3)
Xiaoyin Cheng, Nassir Navab, Sibylle Ilse Ziegler, Kuangyu Shi
2011 — conf
Sparse Dose Painting Based on a Dual-Pass Kinetic-Oxygen Mapping of Dynamic PET Images.
MICCAI (1)
Kuangyu Shi, Sabrina T. Astner, Liang Sun, Nassir Navab, Fridtjof Nüsslin, Peter Vaupel, Jan J. Wilkens
2009 — ch.
Path Line Attributes - an Information Visualization Approach to Analyzing the Dynamic Behavior of 3D Time-Dependent Flow Fields.
Topology-Based Methods in Visualization II
Kuangyu Shi, Holger Theisel, Helwig Hauser, Tino Weinkauf, Kresimir Matkovic, Hans-Christian Hege, Hans-Peter Seidel
2008 B conf
Finite-Time Transport Structures of Flow Fields.
PacificVis
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Hans-Christian Hege, Hans-Peter Seidel
2008 — —
Path-line oriented visualization of dynamical flow fields.
Kuangyu Shi
2008 J jnl
Visualizing Transport Structures of Time-Dependent Flow Fields.
IEEE Computer Graphics and Applications
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Hans-Christian Hege, Hans-Peter Seidel
2007 J jnl
Extracting Separation Surfaces of Path Line Oriented Topology in Periodic 2D Time-Dependent Vector Fields.
J. WSCG
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Helwig Hauser, Hans-Christian Hege, Hans-Peter Seidel
2006 B conf
Path Line Oriented Topology for Periodic 2D Time-Dependent Vector Fields.
EuroVis
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Helwig Hauser, Hans-Christian Hege, Hans-Peter Seidel
2005 A conf
Extracting Higher Order Critical Points and Topological Simplification of 3D Vector Fields.
IEEE Visualization
Tino Weinkauf, Holger Theisel, Kuangyu Shi, Hans-Christian Hege, Hans-Peter Seidel