Shanhui Sun

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 57

Top Topics

Image Registration

Metric Learning

Cardiac Motion Estimation

Densely Connected

Top Venues

Publications

Xiao Chen, Shunan Zhang, Eric Z. Chen, Yikang Liu, Lin Zhao, Terrence Chen, Shanhui Sun
Federated Data Model. CoRR (2024)
Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun
Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI. CoRR (2024)
Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun
Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI. CoRR (2024)
Chi Zhang, Eric Z. Chen, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun
Dynamic MLP for MRI Reconstruction. CoRR (2023)
Zihao Chen, Xiao Chen, Yikang Liu, Eric Z. Chen, Terrence Chen, Shanhui Sun
Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer. AMAI@MICCAI (2023)
Jing Hu, Zhikun Shuai, Xin Wang, Shu Hu, Shanhui Sun, Siwei Lyu, Xi Wu
Attention Guided Policy Optimization for 3D Medical Image Registration. IEEE Access 11 (2023)
Yikang Liu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal. IPMI (2023)
Eric Z. Chen, Chi Zhang, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun
Computationally Efficient 3D MRI Reconstruction with Adaptive MLP. MICCAI (10) (2023)
Yikang Liu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal. CoRR (2023)
Daniel H. Pak, Xiao Chen, Eric Z. Chen, Yikang Liu, Terrence Chen, Shanhui Sun
Holistic Multi-Slice Framework for Dynamic Simultaneous Multi-Slice MRI Reconstruction. CoRR (2023)
Xiaojie Li, Mingxuan Tang, Feng Guo, Yuanxi Li, Kunlin Cao, Qi Song, Xi Wu, Shanhui Sun, Jiliu Zhou
DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation. IET Image Process. 16 (1) (2022)
Luojie Huang, Yikang Liu, Li Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun
Robust Landmark-Based Stent Tracking in X-ray Fluoroscopy. ECCV (22) (2022)
Siyuan Dong, Gilbert Hangel, Eric Z. Chen, Shanhui Sun, Wolfgang Bogner, Georg Widhalm, Chenyu You, John A. Onofrey, Robin A. de Graaf, James S. Duncan
Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance Spectroscopic Imaging. DGM4MICCAI@MICCAI (2022)
Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Shanhui Sun
Pyramid Convolutional RNN for MRI Image Reconstruction. IEEE Trans. Medical Imaging 41 (8) (2022)
Siyuan Dong, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun
Invertible Sharpening Network for MRI Reconstruction Enhancement. CoRR (2022)
Luojie Huang, Yikang Liu, Li Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun
Robust Landmark-based Stent Tracking in X-ray Fluoroscopy. CoRR (2022)
Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Dinggang Shen, Terrence Chen, Shanhui Sun
JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI. CoRR (2022)
Siyuan Dong, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun
Invertible Sharpening Network for MRI Reconstruction Enhancement. MICCAI (6) (2022)
Xiaoling Hu, Xiao Chen, Yikang Liu, Eric Z. Chen, Terrence Chen, Shanhui Sun
Deep Statistic Shape Model for Myocardium Segmentation. CoRR (2022)
Siyuan Dong, Gilbert Hangel, Eric Z. Chen, Shanhui Sun, Wolfgang Bogner, Georg Widhalm, Chenyu You, John A. Onofrey, Robin A. de Graaf, James S. Duncan
Flow-based Visual Quality Enhancer for Super-resolution Magnetic Resonance Spectroscopic Imaging. CoRR (2022)
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Qi Liu, Zhongqi Zhang, Yu Ding, Shuheng Zhang, Terrence Chen, Jian Xu, Shanhui Sun
Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction. CoRR (2021)
Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun
Multi-scale Neural ODEs for 3D Medical Image Registration. CoRR (2021)
Shanhui Sun, Wei Lu
Performance Evaluation and Sensitivity Analysis of Rural Land Circulation Mode. Complex. 2021 (2021)
Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. MLMIR@MICCAI (2021)
Eric Z. Chen, Yongquan Ye, Xiao Chen, Jingyuan Lyu, Zhongqi Zhang, Yichen Hu, Terrence Chen, Jian Xu, Shanhui Sun
Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning. CoRR (2021)
Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun
Multi-scale Neural ODEs for 3D Medical Image Registration. MICCAI (4) (2021)
Jing Hu, Ziwei Luo, Xin Wang, Shanhui Sun, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu
End-to-end multimodal image registration via reinforcement learning. Medical Image Anal. 68 (2021)
Eric Z. Chen, Terrence Chen, Shanhui Sun
MRI Image Reconstruction via Learning Optimization Using Neural ODEs. CoRR (2020)
Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque
Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. IEEE Netw. 34 (2) (2020)
Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque
Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging. Neural Networks 123 (2020)
Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. CoRR (2020)
Hanchao Yu, Xiao Chen, Humphrey Shi, Terrence Chen, Thomas S. Huang, Shanhui Sun
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation. MICCAI (6) (2020)
Kai Xuan, Shanhui Sun, Zhong Xue, Qian Wang, Shu Liao
Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning. MICCAI (2) (2020)
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Yuan Zheng, Terrence Chen, Jian Xu, Shanhui Sun
Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network. CoRR (2020)
Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas S. Huang, Terrence Chen
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation. CoRR (2020)
Pingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun
Anatomy-Aware Cardiac Motion Estimation. MLMI@MICCAI (2020)
Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas S. Huang, Terrence Chen
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation. CVPR (2020)
Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun
Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. CoRR (2020)
Shuo Chen, Shanhui Sun, Xiaoqian Huang, Dinggang Shen, Qian Wang, Shu Liao
Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction. MLMIR@MICCAI (2020)
Hanchao Yu, Xiao Chen, Humphrey Shi, Terrence Chen, Thomas S. Huang, Shanhui Sun
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation. CoRR (2020)
Pingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun
Anatomy-Aware Cardiac Motion Estimation. CoRR (2020)
Eric Z. Chen, Terrence Chen, Shanhui Sun
MRI Image Reconstruction via Learning Optimization Using Neural ODEs. MICCAI (2) (2020)
Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun
Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Shanhui Sun, Meihua Zhou, Wei Lu, Afshin Davarpanah
Application of Symmetry Law in Numerical Modeling of Hydraulic Fracturing by Finite Element Method. Symmetry 12 (7) (2020)
Shanhui Sun, Meihua Zhou
Analysis of farmers' land transfer willingness and satisfaction based on SPSS analysis of computer software. Clust. Comput. 22 (Supplement) (2019)
Jinrong Hu, Shanhui Sun, Xiaodong Yang, Shuang Zhou, Xin Wang, Ying Fu, Jiliu Zhou, Youbing Yin, Kunlin Cao, Qi Song, Xi Wu
Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning. IEEE Access 7 (2019)
Puyang Wang, Eric Z. Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun
Pyramid Convolutional RNN for MRI Reconstruction. CoRR (2019)
Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li
Holistic and Deep Feature Pyramids for Saliency Detection. BMVC (2018)
Zongqing Ma, Xi Wu, Shanhui Sun, Chaoyang Xia, Zhipeng Yang, Shuo Li, Jiliu Zhou
A discriminative learning based approach for automated nasopharyngeal carcinoma segmentation leveraging multi-modality similarity metric learning. ISBI (2018)
Shanhui Sun, Hong Li, Zhuangzhuang Li, Bingqiu Zhang
Factor analysis model of the result of hospitalised patients with neurosis. Int. J. Reason. based Intell. Syst. 10 (2) (2018)
Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. ACCV (2) (2018)
Bin Kong, Shanhui Sun, Xin Wang, Qi Song, Shaoting Zhang
Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning. MICCAI (2) (2018)
Benjamin Planche, Ziyan Wu, Kai Ma, Shanhui Sun, Stefan Kluckner, Terrence Chen, Andreas Hutter, Sergey Zakharov, Harald Kosch, Jan Ernst
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition. CoRR (2017)
Benjamin Planche, Ziyan Wu, Kai Ma, Shanhui Sun, Stefan Kluckner, Oliver Lehmann, Terrence Chen, Andreas Hutter, Sergey Zakharov, Harald Kosch, Jan Ernst
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition. 3DV (2017)
Venkatesh N. Murthy, Vivek Singh, Shanhui Sun, Subhabrata Bhattacharya, Terrence Chen, Dorin Comaniciu
Cascaded deep decision networks for classification of endoscopic images. Medical Imaging: Image Processing (2017)
Bor-Jeng Chen, Ziyan Wu, Shanhui Sun, Dong Zhang, Terrence Chen
Guidewire tracking using a novel sequential segment optimization method in interventional X-ray videos. ISBI (2016)
Shanhui Sun, Shun Miao, Tobias Heimann, Terrence Chen, Markus Kaiser, Matthias John, Erin Girard, Rui Liao
Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method. MICCAI (1) (2016)
Shaohua Wan, Shanhui Sun, Subhabrata Bhattacharya, Stefan Kluckner, Alexander Gigler, Elfriede Simon, Maximilian Fleischer, Patra Charalampaki, Terrence Chen, Ali Kamen
Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology. MICCAI (1) (2015)
Shanhui Sun, Hong Li, Zhuangzhuang Li, Bingqiu Zhang
Mathematical Modeling and Fractal Clustering Algorithm in Online Shopping. J. Networks 9 (11) (2014)
Shanhui Sun, Jan Ernst, Archana Sapkota, Eberhard Ritzhaupt-Kleissl, Jeremy Wiles, Joachim Bamberger, Terrence Chen
Short term cloud coverage prediction using ground based all sky imager. SmartGridComm (2014)
Shih-Yu Sun, Peng Wang, Shanhui Sun, Terrence Chen
Model-Guided Extraction of Coronary Vessel Structures in 2D X-Ray Angiograms. MICCAI (2) (2014)
Shanhui Sun, Milan Sonka, Reinhard Beichel
Graph-Based IVUS Segmentation With Efficient Computer-Aided Refinement. IEEE Trans. Medical Imaging 32 (8) (2013)
Shanhui Sun, Zhuangzhuang Li, Yimin Wu, Yan Xu
Contracting Similarity Fixed Point of General Sierpinski Gasket. J. Multim. 8 (6) (2013)
Shanhui Sun, Milan Sonka, Reinhard Beichel
Lung segmentation refinement based on optimal surface finding utilizing a hybrid desktop/virtual reality user interface. Comput. Medical Imaging Graph. 37 (1) (2013)
Shanhui Sun, Milan Sonka, Reinhard Beichel
Graph-based 4D lung segmentation in CT images with expert-guided computer-aided refinement. ISBI (2013)
Shanhui Sun, Christian Bauer, Reinhard Beichel
Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model Approach. IEEE Trans. Medical Imaging 31 (2) (2012)
Christian Bauer, Shanhui Sun, Reinhard Beichel
Avoiding Mesh Folding in 3D Optimal Surface Segmentation. ISVC (1) (2011)