Wenxiang Cong

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 32

Top Topics

Image Reconstruction

Biomedical Imaging

Transfer Learning

Mathematical Methods

Top Venues

IEEE Trans. Medical Imaging

Publications

Wenjun Xia, Chuang Niu, Wenxiang Cong, Ge Wang
Sub-volume-based Denoising Diffusion Probabilistic Model for Cone-beam CT Reconstruction from Incomplete Data. CoRR (2023)
Qingsong Yang, Donna L. Lizotte, Wenxiang Cong, Ge Wang
Preliminary landscape analysis of deep tomographic imaging patents. Vis. Comput. Ind. Biomed. Art 6 (1) (2023)
Wenjun Xia, Yongyi Shi, Chuang Niu, Wenxiang Cong, Ge Wang
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT. CoRR (2023)
Wenjun Xia, Wenxiang Cong, Ge Wang
Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction. CoRR (2022)
Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang, Chuang Niu, Pingkun Yan, Hengyong Yu, Varut Vardhanabhuti, Ge Wang
Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results. Patterns 3 (5) (2022)
Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang, Chuang Niu, Pingkun Yan, Hengyong Yu, Varut Vardhanabhuti, Ge Wang
Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks. Patterns 3 (5) (2022)
Wenxiang Cong, Yan Xi, Bruno De Man, Ge Wang
Monochromatic image reconstruction via machine learning. Mach. Learn. Sci. Technol. 2 (2) (2021)
Yuxuan Liang, Chuang Niu, Chen Wei, Shenghan Ren, Wenxiang Cong, Ge Wang
Phase function estimation from a diffuse optical image via deep learning. CoRR (2021)
Ti Bai, Biling Wang, Dan Nguyen, Bao Wang, Bin Dong, Wenxiang Cong, Mannudeep K. Kalra, Steve B. Jiang
Deep Interactive Denoiser (DID) for X-Ray Computed Tomography. IEEE Trans. Medical Imaging 40 (11) (2021)
Mengzhou Li, Zheng Fang, Wenxiang Cong, Chuang Niu, Weiwen Wu, Josef Uher, James Bennett, Jay T. Rubinstein, Ge Wang
Clinical Micro-CT Empowered by Interior Tomography, Robotic Scanning, and Deep Learning. IEEE Access 8 (2020)
Ti Bai, Biling Wang, Dan Nguyen, Bao Wang, Bin Dong, Wenxiang Cong, Mannudeep K. Kalra, Steve B. Jiang
Deep Interactive Denoiser (DID) for X-Ray Computed Tomography. CoRR (2020)
Chuang Niu, Wenxiang Cong, Fenglei Fan, Hongming Shan, Mengzhou Li, Jimin Liang, Ge Wang
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction. CoRR (2020)
Weiwen Wu, Dianlin Hu, Hengyong Yu, Hongming Shan, Shaoyu Wang, Wenxiang Cong, Chuang Niu, Pingkun Yan, Vince Vardhanabhuti, Ge Wang
Stabilizing Deep Tomographic Reconstruction Networks. CoRR (2020)
Wenxiang Cong, Yan Xi, Paul Fitzgerald, Bruno De Man, Ge Wang
Virtual Monoenergetic CT Imaging via Deep Learning. Patterns 1 (8) (2020)
Huidong Xie, Hongming Shan, Wenxiang Cong, Chi Liu, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang
Deep Efficient End-to-End Reconstruction (DEER) Network for Few-View Breast CT Image Reconstruction. IEEE Access 8 (2020)
Chenyu You, Wenxiang Cong, Michael W. Vannier, Punam K. Saha, Eric A. Hoffman, Ge Wang, Guang Li, Yi Zhang, Xiaoliu Zhang, Hongming Shan, Mengzhou Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE). IEEE Trans. Medical Imaging 39 (1) (2020)
Zourong Long, Peng Feng, Peng He, Xiaochuan Wu, Xiaodong Guo, Xuezhi Ren, Mianyi Chen, Jingxuan Gao, Biao Wei, Wenxiang Cong
Fully Convolutional Pyramidal Residual Network for Material Discrimination of Spectral CT. IEEE Access 7 (2019)
Huidong Xie, Hongming Shan, Wenxiang Cong, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang
Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data. CoRR (2019)
Wenxiang Cong, Hongming Shan, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang
Deep-learning-based Breast CT for Radiation Dose Reduction. CoRR (2019)
Huidong Xie, Hongming Shan, Wenxiang Cong, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang
Dual Network Architecture for Few-view CT - Trained on ImageNet Data and Transferred for Medical Imaging. CoRR (2019)
Chenyu You, Yi Zhang, Xiaoliu Zhang, Guang Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang, Wenxiang Cong, Punam K. Saha, Ge Wang
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE). CoRR (2018)
Hongming Shan, Yi Zhang, Qingsong Yang, Uwe Kruger, Mannudeep K. Kalra, Ling Sun, Wenxiang Cong, Ge Wang
Correction for "3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2D Trained Network". IEEE Trans. Medical Imaging 37 (12) (2018)
Chenyu You, Qingsong Yang, Hongming Shan, Lars Gjesteby, Guang Li, Shenghong Ju, Zhuiyang Zhang, Zhen Zhao, Yi Zhang, Wenxiang Cong, Ge Wang
Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising. IEEE Access 6 (2018)
Chenyu You, Qingsong Yang, Hongming Shan, Lars Gjesteby, Guang Li, Shenghong Ju, Zhuiyang Zhang, Zhen Zhao, Yi Zhang, Wenxiang Cong, Ge Wang
Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising. CoRR (2018)
Hongming Shan, Yi Zhang, Qingsong Yang, Uwe Kruger, Mannudeep K. Kalra, Ling Sun, Wenxiang Cong, Ge Wang
3-D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2-D Trained Network. IEEE Trans. Medical Imaging 37 (6) (2018)
Hongming Shan, Yi Zhang, Qingsong Yang, Uwe Kruger, Wenxiang Cong, Ge Wang
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network. CoRR (2018)
Fenglei Fan, Wenxiang Cong, Ge Wang
General Backpropagation Algorithm for Training Second-order Neural Networks. CoRR (2017)
Wenxiang Cong, Ge Wang, Qingsong Yang, Jiang Hsieh, Jia Li, Rongjie Lai
CT Image Reconstruction in a Low Dimensional Manifold. CoRR (2017)
Weimin Han, Feixiao Long, Wenxiang Cong, Xavier Intes, Ge Wang
Radiative transfer with delta-Eddington-type phase functions. Appl. Math. Comput. 300 (2017)
Fenglei Fan, Wenxiang Cong, Ge Wang
A New Type of Neurons for Machine Learning. CoRR (2017)
Bo Meng, Wenxiang Cong, Yan Xi, Bruno De Man, Ge Wang
Energy Window Optimization for X-Ray K-Edge Tomographic Imaging. IEEE Trans. Biomed. Eng. 63 (8) (2016)
Yi Zhang, Yan Xi, Qingsong Yang, Wenxiang Cong, Jiliu Zhou, Ge Wang
Spectral CT Reconstruction With Image Sparsity and Spectral Mean. IEEE Trans. Computational Imaging 2 (4) (2016)
Yi Zhang, Yan Xi, Qingsong Yang, Wenxiang Cong, Jiliu Zhou, Ge Wang
Spectral CT reconstruction using image sparsity and spectral correlation. ISBI (2015)
Liang Li, Zhiqiang Chen, Wenxiang Cong, Ge Wang
Spectral CT Modeling and Reconstruction With Hybrid Detectors in Dynamic-Threshold-Based Counting and Integrating Modes. IEEE Trans. Medical Imaging 34 (3) (2015)
Fugang Yang, Lingling Zhao, Wenxiang Cong, Ge Wang, Xavier Intes
High-Resolution Mesoscopic Fluorescence Molecular Tomography Based on Compressive Sensing. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Wenxiang Cong, Yan Xi, Ge Wang
X-Ray Fluorescence Computed Tomography With Polycapillary Focusing. IEEE Access 2 (2014)
Venkata R. Yelleswarapu, Fenglin Liu, Wenxiang Cong, Ge Wang
TOP-level designs of a hybrid low field MRI-CT system for pulmonary imaging. ISBI (2014)
Wenxiang Cong, Ge Wang
X-ray fan-beam luminescence tomography. ISBI (2014)
Peng Feng, Wenxiang Cong, Biao Wei, Ge Wang
Analytic Comparison Between X-Ray Fluorescence CT and K-Edge CT. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Wenxiang Cong, Kumar Durairaj, Peng Feng
Mathematical Methods in Biomedical Imaging. Comput. Math. Methods Medicine 2013 (2013)
Ge Wang, Jie Zhang, Hao Gao, Victor Weir, Hengyong Yu, Wenxiang Cong, Xiaochen Xu, Haiou Shen, James Bennett, Yue Joseph Wang, Michael W. Vannier
Omni-tomography/Multi-tomography -- Integrating Multiple Modalities for Simultaneous Imaging CoRR (2011)
Alexander X. Cong, Wenxiang Cong, Yujie Lu, Peter Santago II, Arion Chatziioannou, Ge Wang
Differential Evolution Approach for Regularized Bioluminescence Tomography. IEEE Trans. Biomed. Eng. 57 (9) (2010)
Alexander X. Cong, Yujie Lu, Wenxiang Cong, Haiou Shen, Arion Chatziioannou, Ge Wang
Optical Property Characterization Based on a Phase Function Approximation Model. ISBI (2009)
Ge Wang, Wenxiang Cong, Haiou Shen, Yu Zou
Varying Collimation for Dark-Field Extraction. Int. J. Biomed. Imaging 2009 (2009)
Jie Tian, Wenxiang Cong, Jing Bai, Ming Jiang, Wei Liang
Recent Advances in Molecular Imaging. Int. J. Biomed. Imaging 2007 (2007)
Yujie Lu, Jie Tian, Wenxiang Cong, Ge Wang
Experimental Study on Bioluminescence Tomography with Multimodality Fusion. Int. J. Biomed. Imaging 2007 (2007)
Yujie Lu, Jie Tian, Wei Yang, Chenghu Qin, Wenxiang Cong, Ge Wang
A Multi-Scale Method for Bioluminescence Tomography Using Multiple Types of A Priori Information. ISBI (2007)
Alexander X. Cong, Haiou Shen, Wenxiang Cong, Ge Wang
Improving the Accuracy of the Diffusion Model in Highly Absorbing Media. Int. J. Biomed. Imaging 2007 (2007)
Ge Wang, Haiou Shen, Kumar Durairaj, Xin Qian, Wenxiang Cong
The First Bioluminescence Tomography System for Simultaneous Acquisition of Multiview and Multispectral Data. Int. J. Biomed. Imaging 2006 (2006)
Ge Wang, Wenxiang Cong, Yi Li, Weimin Han, Durai Kumar, Xin Qian, Haiou Shen
Recent development in bioluminescence tomography. ISBI (2006)
Yujie Lv, Jie Tian, Wenxiang Cong, Ge Wang, Kumar Durairaj
MicroCT-guided Bioluminescence Tomography Based on the Adaptive Finite Element Tomographic Algorithm. EMBC (2006)
Weimin Han, Wenxiang Cong, Ge Wang
Mathematical Study and Numerical Simulation of Multispectral Bioluminescence Tomography. Int. J. Biomed. Imaging 2006 (2006)
Alexander X. Cong, Yi Liu, Durai Kumar, Wenxiang Cong, Ge Wang
Geometrical modeling using multiregional marching tetrahedra for bioluminescence tomography. Medical Imaging: Image-Guided Procedures (2005)
Kumar Durairaj, Wenxiang Cong, Jacqueline Thiesse, Earl Nixon, John Meinel, Alexander X. Cong, Geoffrey McLennan, Eric A. Hoffman, Jiang Ming, Ge Wang
Image-guided simulation for bioluminescence tomographic imaging. Medical Imaging: Image-Guided Procedures (2005)