Shanhui Sun

According to our database, Shanhui Sun authored at least 59 papers between 2011 and 2024.

Collaborative distances:

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

2024

Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy.

Shaoyan Pan, Yikang Liu, Lin Zhao, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

CoRR, 2024

Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping.

Yikang Liu, Lin Zhao, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

CoRR, 2024

Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models.

Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Terrence Chen, Shanhui Sun

CoRR, 2024

Federated Data Model.

Xiao Chen, Shunan Zhang, Eric Z. Chen, Yikang Liu, Lin Zhao, Terrence Chen, Shanhui Sun

CoRR, 2024

Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI.

Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

CoRR, 2024

Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI.

Shihan Qiu, Shaoyan Pan, Yikang Liu, Lin Zhao, Jian Xu, Qi Liu, Terrence Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

CoRR, 2024

Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping.

Yikang Liu, Lin Zhao, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

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

2023

Dynamic MLP for MRI Reconstruction.

Chi Zhang, Eric Z. Chen, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun

CoRR, 2023

Holistic Multi-Slice Framework for Dynamic Simultaneous Multi-Slice MRI Reconstruction.

Daniel H. Pak, Xiao Chen, Eric Z. Chen, Yikang Liu, Terrence Chen, Shanhui Sun

CoRR, 2023

Attention Guided Policy Optimization for 3D Medical Image Registration.

Jing Hu, Zhikun Shuai, Xin Wang, Shu Hu, Shanhui Sun, Siwei Lyu, Xi Wu

IEEE Access, 2023

Computationally Efficient 3D MRI Reconstruction with Adaptive MLP.

Eric Z. Chen, Chi Zhang, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer.

Zihao Chen, Xiao Chen, Yikang Liu, Eric Z. Chen, Terrence Chen, Shanhui Sun

Proceedings of the Applications of Medical Artificial Intelligence, 2023

An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal.

Yikang Liu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

Proceedings of the Information Processing in Medical Imaging, 2023

2022

Pyramid Convolutional RNN for MRI Image Reconstruction.

Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Shanhui Sun

IEEE Trans. Medical Imaging, 2022

DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation.

Xiaojie Li, Mingxuan Tang, Feng Guo, Yuanxi Li, Kunlin Cao, Qi Song, Xi Wu, Shanhui Sun, Jiliu Zhou

IET Image Process., 2022

JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI.

Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Dinggang Shen, Terrence Chen, Shanhui Sun

CoRR, 2022

Deep Statistic Shape Model for Myocardium Segmentation.

Xiaoling Hu, Xiao Chen, Yikang Liu, Eric Z. Chen, Terrence Chen, Shanhui Sun

CoRR, 2022

Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance Spectroscopic Imaging.

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

Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022

Invertible Sharpening Network for MRI Reconstruction Enhancement.

Siyuan Dong, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Robust Landmark-Based Stent Tracking in X-ray Fluoroscopy.

Luojie Huang, Yikang Liu, Li Chen, Eric Z. Chen, Xiao Chen, Shanhui Sun

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

End-to-end multimodal image registration via reinforcement learning.

Jing Hu, Ziwei Luo, Xin Wang, Shanhui Sun, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu

Medical Image Anal., 2021

Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning.

Eric Z. Chen, Yongquan Ye, Xiao Chen, Jingyuan Lyu, Zhongqi Zhang, Yichen Hu, Terrence Chen, Jian Xu, Shanhui Sun

CoRR, 2021

Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction.

Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Qi Liu, Zhongqi Zhang, Yu Ding, Shuheng Zhang, Terrence Chen, Jian Xu, Shanhui Sun

CoRR, 2021

Performance Evaluation and Sensitivity Analysis of Rural Land Circulation Mode.

Shanhui Sun, Wei Lu

Complex., 2021

Multi-scale Neural ODEs for 3D Medical Image Registration.

Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge.

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

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020

Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging.

Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque

Neural Networks, 2020

Salient Object Detection in the Distributed Cloud-Edge Intelligent Network.

Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque

IEEE Netw., 2020

Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network.

Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Yuan Zheng, Terrence Chen, Jian Xu, Shanhui Sun

CoRR, 2020

Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation.

Hanchao Yu, Xiao Chen, Humphrey Shi, Terrence Chen, Thomas S. Huang, Shanhui Sun

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning.

Kai Xuan, Shanhui Sun, Zhong Xue, Qian Wang, Shu Liao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks.

Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun

Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction.

Shuo Chen, Shanhui Sun, Xiaoqian Huang, Dinggang Shen, Qian Wang, Shu Liao

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

MRI Image Reconstruction via Learning Optimization Using Neural ODEs.

Eric Z. Chen, Terrence Chen, Shanhui Sun

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Anatomy-Aware Cardiac Motion Estimation.

Pingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation.

Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas S. Huang, Terrence Chen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Pyramid Convolutional RNN for MRI Reconstruction.

Puyang Wang, Eric Z. Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun

CoRR, 2019

Analysis of farmers' land transfer willingness and satisfaction based on SPSS analysis of computer software.

Shanhui Sun, Meihua Zhou

Clust. Comput., 2019

Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning.

Jinrong Hu, Shanhui Sun, Xiaodong Yang, Shuang Zhou, Xin Wang, Ying Fu, Jiliu Zhou, Youbing Yin, Kunlin Cao, Qi Song, Xi Wu

IEEE Access, 2019

2018

Factor analysis model of the result of hospitalised patients with neurosis.

Shanhui Sun, Hong Li, Zhuangzhuang Li, Bingqiu Zhang

Int. J. Reason. based Intell. Syst., 2018

Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning.

Bin Kong, Shanhui Sun, Xin Wang, Qi Song, Shaoting Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A discriminative learning based approach for automated nasopharyngeal carcinoma segmentation leveraging multi-modality similarity metric learning.

Zongqing Ma, Xi Wu, Shanhui Sun, Chaoyang Xia, Zhipeng Yang, Shuo Li, Jiliu Zhou

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Holistic and Deep Feature Pyramids for Saliency Detection.

Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li

Proceedings of the British Machine Vision Conference 2018, 2018

Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning.

Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition.

Benjamin Planche, Ziyan Wu, Kai Ma, Shanhui Sun, Stefan Kluckner, Terrence Chen, Andreas Hutter, Sergey Zakharov, Harald Kosch, Jan Ernst

CoRR, 2017

Cascaded deep decision networks for classification of endoscopic images.

Venkatesh N. Murthy, Vivek K. Singh, Shanhui Sun, Subhabrata Bhattacharya, Terrence Chen, Dorin Comaniciu

Proceedings of the Medical Imaging 2017: Image Processing, 2017

DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition.

Benjamin Planche, Ziyan Wu, Kai Ma, Shanhui Sun, Stefan Kluckner, Oliver Lehmann, Terrence Chen, Andreas Hutter, Sergey Zakharov, Harald Kosch, Jan Ernst

Proceedings of the 2017 International Conference on 3D Vision, 2017

2016

Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method.

Shanhui Sun, Shun Miao, Tobias Heimann, Terrence Chen, Markus Kaiser, Matthias John, Erin Girard, Rui Liao

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Guidewire tracking using a novel sequential segment optimization method in interventional X-ray videos.

Bor-Jeng Chen, Ziyan Wu, Shanhui Sun, Dong Zhang, Terrence Chen

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology.

Shaohua Wan, Shanhui Sun, Subhabrata Bhattacharya, Stefan Kluckner, Alexander Gigler, Elfriede Simon, Maximilian Fleischer, Patra Charalampaki, Terrence Chen, Ali Kamen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Mathematical Modeling and Fractal Clustering Algorithm in Online Shopping.

Shanhui Sun, Hong Li, Zhuangzhuang Li, Bingqiu Zhang

J. Networks, 2014

Short term cloud coverage prediction using ground based all sky imager.

Shanhui Sun, Jan Ernst, Archana Sapkota, Eberhard Ritzhaupt-Kleissl, Jeremy Wiles, Joachim Bamberger, Terrence Chen

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Model-Guided Extraction of Coronary Vessel Structures in 2D X-Ray Angiograms.

Shih-Yu Sun, Peng Wang, Shanhui Sun, Terrence Chen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Graph-Based IVUS Segmentation With Efficient Computer-Aided Refinement.

Shanhui Sun, Milan Sonka, Reinhard Beichel

IEEE Trans. Medical Imaging, 2013

Contracting Similarity Fixed Point of General Sierpinski Gasket.

Shanhui Sun, Zhuangzhuang Li, Yimin Wu, Yan Xu

J. Multim., 2013

Lung segmentation refinement based on optimal surface finding utilizing a hybrid desktop/virtual reality user interface.

Shanhui Sun, Milan Sonka, Reinhard Beichel

Comput. Medical Imaging Graph., 2013

Graph-based 4D lung segmentation in CT images with expert-guided computer-aided refinement.

Shanhui Sun, Milan Sonka, Reinhard Beichel

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model Approach.

Shanhui Sun, Christian Bauer, Reinhard Beichel

IEEE Trans. Medical Imaging, 2012

2011

Avoiding Mesh Folding in 3D Optimal Surface Segmentation.

Christian Bauer, Shanhui Sun, Reinhard Beichel

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011