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One Network to Solve Them All: A Sequential Multi-Task Joint Learning Network Framework for MR Imaging Pipeline


May 14, 2021
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 9 pages, 3 figures 

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Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction


Apr 27, 2021
Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen


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IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction


Apr 03, 2021
Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 10 pages, 8 figures 

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MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising


Mar 24, 2021
Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang


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DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction


Feb 16, 2021
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 29 pages, 11 figures 

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LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT


Dec 13, 2020
Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

* 10 pages, 11 figures 

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Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography


Oct 27, 2020
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 4 pages, 3 figure 

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CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels


Oct 27, 2020
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 4 pages, 3 figures 

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Convolutional Sparse Coding for Compressed Sensing CT Reconstruction


Mar 20, 2019
Peng Bao, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang, Huaiqiang Sun, Zhangyang Wang, Yi Zhang

* Accepted by IEEE TMI 

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Sparse-View CT Reconstruction via Convolutional Sparse Coding


Oct 15, 2018
Peng Bao, Wenjun Xia, Kang Yang, Jiliu Zhou, Yi Zhang


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