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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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Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis


May 06, 2021
Yuchen Fei, Bo Zhan, Mei Hong, Xi Wu, Jiliu Zhou, Yan Wang


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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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TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification


Mar 18, 2021
Hao Chen, Xiaohua Li, Jiliu Zhou


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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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ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease


Oct 16, 2020
Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang

* 27 pages, 10 figures 

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Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling On-the-Fly for Moving Object Detection


Jun 14, 2020
Zerui Shao, Yifei Pu, Jiliu Zhou, Bihan Wen, Yi Zhang


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DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images


Jun 12, 2020
Pin Tang, Chen Zu, Mei Hong, Rui Yan, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang

* This research needs to be advanced in the future 

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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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Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network


Aug 12, 2018
Maosong Ran, Jinrong Hu, Yang Chen, Hu Chen, Huaiqiang Sun, Jiliu Zhou, Yi Zhang

* 25 pages, 13 figures 

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LEARN: Learned Experts' Assessment-based Reconstruction Network for Sparse-data CT


Feb 10, 2018
Hu Chen, Yi Zhang, Yunjin Chen, Junfeng Zhang, Weihua Zhang, Huaiqiaing Sun, Yang Lv, Peixi Liao, Jiliu Zhou, Ge Wang

* 18 pages, 15 figures, accepted by IEEE TMI 

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Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)


Jun 11, 2017
Hu Chen, Yi Zhang, Mannudeep K. Kalra, Feng Lin, Yang Chen, Peixi Liao, Jiliu Zhou, Ge Wang

* Accepted by IEEE TMI 

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Low-dose CT denoising with convolutional neural network


Oct 02, 2016
Hu Chen, Yi Zhang, Weihua Zhang, Peixi Liao, Ke Li, Jiliu Zhou, Ge Wang

* arXiv admin note: substantial text overlap with arXiv:1609.08508 

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