Kuangyu Shi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 31

Top Topics

Positron Emission Tomography

Differential Diagnosis

Image Reconstruction

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

Publications

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
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba. CoRR (2024)
Jiehui Jiang, Rong Shi, Jiaying Lu, Min Wang, Qi Zhang, Shuoyan Zhang, Luyao Wang, Ian Alberts, Axel Rominger, Chuantao Zuo, Kuangyu Shi
Detection of individual brain tau deposition in Alzheimer's disease based on latent feature-enhanced generative adversarial network. NeuroImage 291 (2024)
Lara Cavinato, Jimin Hong, Stefan Reinhard, Martin Wartenberg, Paolo Zunino, Andrea Manzoni, Francesca Ieva, Kuangyu Shi
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma. CIBCB (2023)
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
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising. Medical Image Anal. 90 (2023)
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
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. Medical Image Anal. 86 (2023)
Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Rominger, Kuangyu Shi, Nassir Navab, Thomas Wendler
Self-supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET. MICCAI (1) (2023)
Francesca De Benetti, Robin Frasch, Luis F. Rodriguez Venegas, Kuangyu Shi, Nassir Navab, Thomas Wendler
Enhancing Medical Image Segmentation with Anatomy-aware Label Dependency. Bildverarbeitung für die Medizin (2023)
Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation. IEEE Trans. Medical Imaging 42 (6) (2023)
Marcel Ganß, Francesca De Benetti, Julia Brosch-Lenz, Carlos Uribe, Kuangyu Shi, Matthias Eiber, Nassir Navab, Thomas Wendler
Deep Learning Approaches for Contrast Removal from Contrast-enhanced CT - Streamlining Personalized Internal Dosimetry. Bildverarbeitung für die Medizin (2023)
Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Rominger, Kuangyu Shi, Nassir Navab, Thomas Wendler
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET. CoRR (2023)
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
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising. CoRR (2023)
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
Application of the nnU-Net for automatic segmentation of lung lesion on CT images, and implication on radiomic models. CoRR (2022)
Christoph Clement, Gabriele Birindelli, Marco Pizzichemi, Francesco Pagano, Marianna Kruithof-de Julio, Axel Rominger, Sibylle Ziegler, Etiennette Auffray, Kuangyu Shi
Concept Development of an On-Chip PET System. EMBC (2022)
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
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 26 (10) (2022)
Song Xue, Karl Peter Bohn, Rui Guo, Hasan Sari, Marco Viscione, Axel Rominger, Biao Li, Kuangyu Shi
Development of a deep learning method for CT-free correction for an ultra-long axial field of view PET scanner. EMBC (2021)
C. Clement, G. Birindelli, M. Pizzichemi, Francesco Pagano, M. Kruithof-de Julio, Axel Rominger, E. Auffray, Kuangyu Shi
Deep Learning for Predicting Gamma-Ray Interaction Positions in LYSO Detector. EMBC (2021)
Gabriele Birindelli, Milos Drobnjakovic, Volker Morath, Katja Steiger, Calogero D'Alessandria, Eleni Gourni, Ali Afshar-Oromieh, Wolfgang Weber, Axel Rominger, Matthias Eiber, Kuangyu Shi
In silico study on radiobiological efficacy of Ac-225 and Lu-177 for PSMA-guided radiotherapy. EMBC (2021)
Xiaobin Hu, Rui Guo, Jieneng Chen, Hongwei Li, Diana Waldmannstetter, Yu Zhao, Biao Li, Kuangyu Shi, Bjoern H. Menze
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 24 (9) (2020)
Yu Zhao, Andrei Gafita, Giles Tetteh, Fabian Haupt, Ali Afshar-Oromieh, Bjoern H. Menze, Matthias Eiber, Axel Rominger, Kuangyu Shi
Deep Neural Network for Automatic Characterization of Lesions on 68Ga-PSMA PET/CT Images. EMBC (2019)
Hongwei Li, Maximilian Reichert, Kanru Lin, Nikita Tselousov, Rickmer Braren, Deliang Fu, Roland Schmid, Ji Li, Bjoern H. Menze, Kuangyu Shi
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks. EMBC (2019)
Yu Zhao, Yuan Liu, Yansheng Kan, Anjany Sekuboyina, Diana Waldmannstetter, Hongwei Li, Xiaobin Hu, Xiaozhi Zhao, Kuangyu Shi, Bjoern H. Menze
Spatial-Frequency Non-local Convolutional LSTM Network for pRCC Classification. MICCAI (6) (2019)
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
F-FDG PET Images. EMBC (2019)
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
F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes. DLMIA/ML-CDS@MICCAI (2018)
Hongwei Li, Kanru Lin, Maximilian Reichert, Lina Xu, Rickmer Braren, Deliang Fu, Roland Schmid, Ji Li, Bjoern Holger Menze, Kuangyu Shi
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks. CoRR (2018)
Deepa Gunashekar, Sailesh Conjeti, Abhijit Guha Roy, Nassir Navab, Kuangyu Shi
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis. CoRR (2018)
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
F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes. CoRR (2018)
Rui Li, Ping Wu, Igor Yakushev, Jian Wang, Sibylle Ilse Ziegler, Stefan Förster, Sung-Cheng Huang, Markus Schwaiger, Nassir Navab, Chuantao Zuo, Kuangyu Shi
Pattern Visualization and Recognition Using Tensor Factorization for Early Differential Diagnosis of Parkinsonism. MICCAI (3) (2017)
Kuangyu Shi, Fei Gao, Nassir Navab, Julia A. Schnabel, Pengcheng Shi, Sibylle Ilse Ziegler
Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics. Comput. Medical Imaging Graph. 60 (2017)
Kuangyu Shi, Sebastian Fürst, Liang Sun, Mathias Lukas, Nassir Navab, Stefan Förster, Sibylle Ilse Ziegler
Individual refinement of attenuation correction maps for hybrid PET/MR based on multi-resolution regional learning. Comput. Medical Imaging Graph. 60 (2017)
Lina Xu, Giles Tetteh, Mona Mustafa, Jana Lipková, Yu Zhao, Marie Bieth, Patrick Ferdinand Christ, Marie Piraud, Bjoern H. Menze, Kuangyu Shi
W-Net for Whole-Body Bone Lesion Detection on ^68 Ga-Pentixafor PET/CT Imaging of Multiple Myeloma Patients. CMMI/RAMBO/SWITCH@MICCAI (2017)
Huiwei Zhang, Ping Wu, Sibylle Ilse Ziegler, Yihui Guan, Yuetao Wang, Jingjie Ge, Markus Schwaiger, Sung-Cheng Huang, Chuantao Zuo, Stefan Förster, Kuangyu Shi
F-FDG metabolism in the healthy brain. NeuroImage 146 (2017)
Xiaoyin Cheng, Zhoulei Li, Zhen Liu, Nassir Navab, Sung-Cheng Huang, Ulrich Keller, Sibylle Ilse Ziegler, Kuangyu Shi
Direct Parametric Image Reconstruction in Reduced Parameter Space for Rapid Multi-Tracer PET Imaging. IEEE Trans. Medical Imaging 34 (7) (2015)
Xiaoyin Cheng, Nassir Navab, Sibylle Ilse Ziegler, Kuangyu Shi
Direct Parametric Image Reconstruction of Rapid Multi-tracer PET. MICCAI (3) (2013)
Kuangyu Shi, Sabrina T. Astner, Liang Sun, Nassir Navab, Fridtjof Nüsslin, Peter Vaupel, Jan J. Wilkens
Sparse Dose Painting Based on a Dual-Pass Kinetic-Oxygen Mapping of Dynamic PET Images. MICCAI (1) (2011)
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Hans-Christian Hege, Hans-Peter Seidel
Visualizing Transport Structures of Time-Dependent Flow Fields. IEEE Computer Graphics and Applications 28 (5) (2008)
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Hans-Christian Hege, Hans-Peter Seidel
Finite-Time Transport Structures of Flow Fields. PacificVis (2008)
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Helwig Hauser, Hans-Christian Hege, Hans-Peter Seidel
Extracting Separation Surfaces of Path Line Oriented Topology in Periodic 2D Time-Dependent Vector Fields. J. WSCG 15 (1-3) (2007)
Kuangyu Shi, Holger Theisel, Tino Weinkauf, Helwig Hauser, Hans-Christian Hege, Hans-Peter Seidel
Path Line Oriented Topology for Periodic 2D Time-Dependent Vector Fields. EuroVis (2006)
Tino Weinkauf, Holger Theisel, Kuangyu Shi, Hans-Christian Hege, Hans-Peter Seidel
Extracting Higher Order Critical Points and Topological Simplification of 3D Vector Fields. IEEE Visualization (2005)