Low-dose CBCT reconstruction via 3D dictionary learning. - Jin Liu 019; Yang Chen 008; Yining Hu; Limin Luo 001 (ISBI, 2016)

Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging. - Jin Liu 019; Jianhua Ma 001; Yi Zhang 018; Yang Chen 008; Jian Yang 009; Huazhong Shu; Limin Luo 001; Gouenou Coatrieux; Wei Yang 006; Qianjin Feng; Wufan Chen (IEEE Trans. Medical Imaging, 2017)

3D Feature Constrained Reconstruction for Low-Dose CT Imaging. - Jin Liu 019; Yining Hu; Jian Yang 009; Yang Chen 008; Huazhong Shu; Limin Luo 001; Qianjing Feng; Zhiguo Gui; Gouenou Coatrieux (IEEE Trans. Circuits Syst. Video Technol., 2018)

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

Sparse Tensor Constrained for Low Dose CT Reconstruction. - Yanqin Kang; Jin Liu 019; Yunbo Gu; Yang Chen 008 (ISBI, 2019)

Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging. - Xiangrui Yin; Jean-Louis Coatrieux; Qianlong Zhao; Jin Liu 019; Wei Yang 006; Jian Yang 009; Guotao Quan; Yang Chen 008; Huazhong Shu; Limin Luo 001 (IEEE Trans. Medical Imaging, 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)

Motion Estimation and Spatiotemporal Tensor Enhanced Representation for 4D-CBCT Image Reconstruction. - Jin Liu 019; Yanqin Kang; Guirui Liu (CISP-BMEI, 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)

Low Dose CT Noise Artifact Reduction Based on Multi-scale Weighted Convolutional Coding Network. - Jin Liu 019; Zhenyu Xia; Yanqin Kang; Jun Qiang (ICSAI, 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)

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)

Deep Iterative Reconstruction Network Based on Residual Constraint for Low-Dose CT Imaging. - Jin Liu 019; Yanqin Kang; Tao Liu; Tingyu Zhang; Yikun Zhang 001 (ICSAI, 2022)

MRCON-Net: Multiscale reweighted convolutional coding neural network for low-dose CT imaging. - Jin Liu 019; Yanqin Kang; Zhenyu Xia; Jun Qiang; Junfeng Zhang; Yikun Zhang 001; Yang Chen 008 (Comput. Methods Programs Biomed., 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)

Multi-domain Integrative Structure-enhanced and Sparse-coding Network for Sparse View CT Reconstruction. - Jin Liu 019; Yu Sun; Yanqin Kang; Guirui Liu; Zheng Li (CISP-BMEI, 2023)

3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning. - Yuan Gao; Hui Tang; Rongjun Ge; Jin Liu 019; Xin Chen 086; Yan Xi; Xu Ji; Huazhong Shu; Jian Zhu; Gouenou Coatrieux; Jean-Louis Coatrieux; 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)

Artifact suppression for sparse view CT via transformer-based generative adversarial network. - Tingyu Zhang; Jin Liu 019; Fan Wu; Kun Wang 021; Subin Huang; Yikun Zhang 001 (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)

GAML: Geometry-Aware Mutual Learning for polyp segmentation. - Kun Wang 021; Yuting Lu; Jin Liu 019; Xiaohong Zhang 002 (Biomed. Signal Process. Control., 2025)

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)

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)

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)