ℓ0DL: Joint Image Gradient ℓ0-norm With Dictionary Learning for Limited-angle CT. - Moran Xu; Dianlin Hu; Weiwen Wu (BCB, 2019)

4D-CBCT Reconstruction via Motion Compensataion Learning Induced Sparse Tensor Constraint. - Jin Liu 019; Yanqin Kang; Dianlin Hu; Yang Chen 008 (CISP-BMEI, 2019)

A resnet-based universal method for speckle reduction in optical coherence tomography images. - Ning Cai; Fei Shi; Dianlin Hu; Yang Chen 008 (CoRR, 2019)

Cascade ResUnet with Noise Power Spectrum Loss for Low Dose CT Imaging. - Jin Liu 019; Yanqin Kang; Dianlin Hu; Yang Chen 008 (CISP-BMEI, 2020)

Stabilizing Deep Tomographic Reconstruction Networks. - Weiwen Wu; Dianlin Hu; Hengyong Yu; Hongming Shan; Shaoyu Wang 002; Wenxiang Cong; Chuang Niu; Pingkun Yan; Vince Vardhanabhuti; Ge Wang 001 (CoRR, 2020)

SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CT. - Dianlin Hu; Weiwen Wu; Moran Xu; Yanbo Zhang; Jin Liu 019; Rongjun Ge; Yang Chen 008; Limin Luo 001; Gouenou Coatrieux (IEEE Trans. Computational Imaging, 2020)

Stabilizing Deep Tomographic Reconstruction Networks. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Zenodo, 2020)

Stabilizing Deep Tomographic Reconstruction Networks. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Zenodo, 2020)

Stabilizing Deep Tomographic Reconstruction Networks. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Zenodo, 2020)

Stabilizing Deep Tomographic Reconstruction Networks. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Zenodo, 2020)

Stabilizing Deep Tomographic Reconstruction Networks. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Zenodo, 2020)

Stabilizing Deep Tomographic Reconstruction. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Zenodo, 2020)

Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery. - Moran Xu; Dianlin Hu; Weifei Wu; Weiwen Wu (CoRR, 2021)

Deep learning based spectral CT imaging. - Weiwen Wu; Dianlin Hu; Chuang Niu; Lieza Vanden Broeke; Anthony P. H. Butler; Peng Cao; James Atlas; Alexander I. Chernoglazov; Varut Vardhanabhuti; Ge Wang 001 (Neural Networks, 2021)

SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT. - Dianlin Hu; Yikun Zhang 001; Jin Liu 019; Changping Du; Jinglin Zhang; Shouhua Luo; Guotao Quan; Qiegen Liu; Yang Chen 008; Limin Luo 001 (IEEE Trans. Computational Imaging, 2021)

CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction. - Yikun Zhang 001; Tianling Lv; Rongjun Ge; Qianlong Zhao; Dianlin Hu; Liu Zhang; Jin Liu 019; Yi Zhang 018; Qiegen Liu; Wei Zhao 029; Yang Chen 008 (IEEE Trans. Computational Imaging, 2021)

A High-Quality Photon-Counting CT Technique Based on Weight Adaptive Total-Variation and Image-Spectral Tensor Factorization for Small Animals Imaging. - Weiwen Wu; Dianlin Hu; Kang An 004; Shaoyu Wang 002; Fulin Luo (IEEE Trans. Instrum. Meas., 2021)

DRONE: Dual-Domain Residual-based Optimization NEtwork for Sparse-View CT Reconstruction. - Weiwen Wu; Dianlin Hu; Chuang Niu; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (IEEE Trans. Medical Imaging, 2021)

CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging. - Yikun Zhang 001; Dianlin Hu; Qianlong Zhao; Guotao Quan; Jin Liu 019; Qiegen Liu; Yi Zhang 018; Gouenou Coatrieux; Yang Chen 008; Hengyong Yu (IEEE Trans. Medical Imaging, 2021)

DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT Reconstruction. - Rongjun Ge; Yuting He 001; Cong Xia; Hailong Sun 006; Yikun Zhang 001; Dianlin Hu; Sijie Chen; Yang Chen 008; Shuo Li 001; Daoqiang Zhang (MICCAI (6), 2022)

Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Patterns, 2022)

Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks. - Weiwen Wu; Dianlin Hu; Wenxiang Cong; Hongming Shan; Shaoyu Wang 002; Chuang Niu; Pingkun Yan; Hengyong Yu; Varut Vardhanabhuti; Ge Wang 001 (Patterns, 2022)

TRANS-Net: Transformer-Enhanced Residual-Error AlterNative Suppression Network for MRI Reconstruction. - Dianlin Hu; Yikun Zhang 001; Jianfeng Zhu; Qiegen Liu; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2022)

PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT. - Dianlin Hu; Yikun Zhang 001; Jin Liu 019; Yi Zhang 018; Jean-Louis Coatrieux; Yang Chen 008 (IEEE J. Biomed. Health Informatics, 2022)

DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT Reconstruction. - Dianlin Hu; Yikun Zhang 001; Jin Liu 019; Shouhua Luo; Yang Chen 008 (IEEE Trans. Medical Imaging, 2022)

TIME-Net: Transformer-Integrated Multi-Encoder Network for limited-angle artifact removal in dual-energy CBCT. - Yikun Zhang 001; Dianlin Hu; Zhihong Yan; Qingxian Zhao; Guotao Quan; Shouhua Luo; Yi Zhang 018; Yang Chen 008 (Medical Image Anal., 2023)

SEA-Net: Structure-Enhanced Attention Network for Limited-Angle CBCT Reconstruction of Clinical Projection Data. - Dianlin Hu; Yikun Zhang 001; Wangyao Li; Weijie Zhang; Krishna Reddy; Qiaoqiao Ding; Xiaoqun Zhang; Yang Chen 008; Hao Gao (IEEE Trans. Instrum. Meas., 2023)

SPIE-DIR: Self-Prior Information Enhanced Deep Iterative Reconstruction Using Two Complementary Limited-Angle Scans for DECT. - Yikun Zhang 001; Dianlin Hu; Tianling Lyu; Guotao Quan; Jun Xiang; Gouenou Coatrieux; Shouhua Luo; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2023)

PIE-ARNet: Prior Image Enhanced Artifact Removal Network for Limited-Angle DECT. - Yikun Zhang 001; Dianlin Hu; Tianling Lyu; Jian Zhu; Guotao Quan; Jun Xiang; Gouenou Coatrieux; Shouhua Luo; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2023)

DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT Reconstruction. - Yikun Zhang 001; Dianlin Hu; Shilei Hao; Jin Liu 019; Guotao Quan; Yi Zhang 018; Xu Ji; Yang Chen 008 (IEEE J. Biomed. Health Informatics, 2023)

Deep residual constrained reconstruction via learned convolutional sparse coding for low-dose CT imaging. - Jin Liu 019; Tingyu Zhang; Yanqin Kang; Yong Wang; Yikun Zhang 001; Dianlin Hu; Yang Chen 008 (Biomed. Signal Process. Control., 2023)

DE-Net: Detail-enhanced MR reconstruction network via global-local dependent attention. - Jiali Zhu; Dianlin Hu; Weilong Mao; Jianfeng Zhu; Rihan Hu; Yang Chen 008 (Biomed. Signal Process. Control., 2024)

Deep convolutional dictionary learning network for sparse view CT reconstruction with a group sparse prior. - Yanqin Kang; Jin Liu 019; Fan Wu; Kun Wang 021; Jun Qiang; Dianlin Hu; Yikun Zhang 001 (Comput. Methods Programs Biomed., 2024)

Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction. - Chunyan Liu; Sui Li; Dianlin Hu; Jianjun Wang 003; Wenjin Qin; Chen Liu 026; Peng Zhang (IEEE Trans. Computational Imaging, 2024)

Prior Image-Constrained Iterative Reconstruction With Adaptive Step Size for Limited-Angle CBCT. - Yiyuan Tao; Zhizhou Zhang; Dianlin Hu; Zhan Wu; Weilong Mao; Guojun Zhu; Xuanjia Fei; Xu Ji; Yikun Zhang 001; Shipeng Xie; Yi Yao; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2024)

Coarse-to-Fine Learning for Planning CT-Enhanced Limited-Angle CBCT Reconstruction. - Shizhe Zang; Yikun Zhang 001; Dianlin Hu; Weilong Mao; Xuanjia Fei; Xu Ji; Yi Yao; Chunfeng Yang; Gouenou Coatrieux; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2024)

Global texture sensitive convolutional transformer for medical image steganalysis. - Zhengyuan Zhou; Kai Chen; Dianlin Hu; Huazhong Shu; Gouenou Coatrieux; Jean-Louis Coatrieux; Yang Chen 008 (Multim. Syst., 2024)

DECT sparse reconstruction based on hybrid spectrum data generative diffusion model. - Jin Liu 019; Fan Wu; Guorui Zhan; Kun Wang 021; Yikun Zhang 001; Dianlin Hu; Yang Chen 008 (Comput. Methods Programs Biomed., 2025)

Multi-Scale Cascaded With Cross-Attention Network-Based Deformation Vector Field Estimation for Motion-Compensated 4D-CBCT Reconstruction. - Peng Yuan; Fei Lyu 004; Zhiqiang Gao; Chunfeng Yang; Dianlin Hu; Jian Zhu; Zhan Wu; Tianling Lyu; Wei Zhao 029; Jianmin Dong; Yang Chen 008 (IEEE Trans. Computational Imaging, 2025)

LWCDNet: An Interpretable Learning Weighted Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. - Jin Liu 019; Tong Jin; Zihao Ye; Fan Wu; Kun Wang 021; Zhan Wu; Yikun Zhang 001; Dianlin Hu; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2025)

Cone-Beam Computed Tomography Limited-Angle Image Reconstruction Using Planning CT-Guided Deep Diffusion Model. - Zhan Wu; Yang Yang; Dianlin Hu; Tianling Lyu; Yinsheng Li; Hao Tang; Huazhong Shu; Yan Xi; Yi Zhang 018; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2025)

2V-CBCT: Two-Orthogonal-Projection Based CBCT Reconstruction and Dose Calculation for Radiation Therapy Using Real Projection Data. - Yikun Zhang 001; Dianlin Hu; Wangyao Li; Weijie Zhang; Gaoyu Chen; Ronald C. Chen; Yang Chen 008; Hao Gao (IEEE Trans. Medical Imaging, 2025)

DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT. - Dianlin Hu; Chencheng Zhang; Xuanjia Fei; Yi Yao; Yan Xi; Jin Liu 019; Yikun Zhang 001; Gouenou Coatrieux; Jean-Louis Coatrieux; Yang Chen 008 (IEEE Trans. Medical Imaging, 2025)

SureUnet: sparse autorepresentation encoder U-Net for noise artifact suppression in low-dose CT. - Jin Liu 019; Tingyu Zhang; Yanqin Kang; Jun Qiang; Dianlin Hu; Yikun Zhang 001 (Neural Comput. Appl., 2025)