Dong Liang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 103

Top Venues

CoRR

IEEE Trans. Medical Imaging

ISBI

EMBC

Publications

Jingyi Ren, Kun Shang, Qiyu Jin, Caiying Wu, Dong Liang
Escape the Corrupted Lines by a Learning Sampling Pattern for MRI Reconstruction. CMLDS (2024)
Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang, Yulong Qi, Dong Liang, Yanjie Zhu
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Qiyang Zhang, Yingying Hu, Yumo Zhao, Jing Cheng, Wei Fan, Debin Hu, Fuxiao Shi, Shuangliang Cao, Yun Zhou, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
Deep Generalized Learning Model for PET Image Reconstruction. IEEE Trans. Medical Imaging 43 (1) (2024)
Minghan Fu, Na Zhang, Zhenxing Huang, Chao Zhou, Xu Zhang, Jianmin Yuan, Qiang He, Yongfeng Yang, Hairong Zheng, Dong Liang, Fang-Xiang Wu, Wei Fan, Zhanli Hu
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising. IEEE Trans. Medical Imaging 43 (4) (2024)
Ting Su, Jiongtao Zhu, Xin Zhang, Yuhang Tan, Han Cui, Dong Zeng, Jinchuan Guo, Hairong Zheng, Jianhua Ma, Dong Liang, Yongshuai Ge
Super Resolution Dual-Energy Cone-Beam CT Imaging With Dual-Layer Flat-Panel Detector. IEEE Trans. Medical Imaging 43 (2) (2024)
Mengxiao Geng, Jiahao Zhu, Xiaolin Zhu, Qiqing Liu, Dong Liang, Qiegen Liu
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion Models. CoRR (2024)
Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Dong Liang, Leslie Ying
Self-Supervised Deep Unrolled Reconstruction Using Regularization by Denoising. IEEE Trans. Medical Imaging 43 (3) (2024)
Yinsheng Li, Juan Feng, Jun Xiang, Zixiao Li, Dong Liang
AIRPORT: A Data Consistency Constrained Deep Temporal Extrapolation Method To Improve Temporal Resolution In Contrast Enhanced CT Imaging. IEEE Trans. Medical Imaging 43 (4) (2024)
Zhenguo Wang, Yaping Wu, Zeheng Xia, Xinyi Chen, Xiaochen Li, Yan Bai, Yun Zhou, Dong Liang, Hairong Zheng, Yongfeng Yang, Shanshan Wang, Meiyun Wang, Tao Sun
Non-Invasive Quantification of the Brain [¹⁸F]FDG-PET Using Inferred Blood Input Function Learned From Total-Body Data With Physical Constraint. IEEE Trans. Medical Imaging 43 (7) (2024)
Chentao Cao, Zhuo-Xu Cui, Yue Wang, Shaonan Liu, Taijin Chen, Hairong Zheng, Dong Liang, Yanjie Zhu
High-Frequency Space Diffusion Model for Accelerated MRI. IEEE Trans. Medical Imaging 43 (5) (2024)
Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou
Active CT Reconstruction with a Learned Sampling Policy. ACM Multimedia (2023)
Zixiang Chen, Na Zhang, Qiyang Zhang, Kaiyi Liang, Zhenxing Huang, Guotao Quan, Xiang Li, Dong Liang, Zhanli Hu
Low-dose dynamic cerebral perfusion CT reconstruction based on voxel-level TAC correction (VTC). Biomed. Signal Process. Control. 86 (Part B) (2023)
Fanshi Li, Zhihui Wang, Yifan Guo, Congcong Liu, Yanjie Zhu, Yihang Zhou, Jun Li, Dong Liang, Haifeng Wang
Dynamic Dual-Graph Fusion Convolutional Network for Alzheimer's Disease Diagnosis. ICIP (2023)
Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang, Yulong Qi, Dong Liang, Yanjie Zhu
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. CoRR (2023)
Minghan Fu, Meiyun Wang, Yaping Wu, Na Zhang, Yongfeng Yang, Haining Wang, Yun Zhou, Yue Shang, Fang-Xiang Wu, Hairong Zheng, Dong Liang, Zhanli Hu
A Two-Branch Neural Network for Short-Axis PET Image Quality Enhancement. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Hong Peng, Chen Jiang, Jing Cheng, Minghui Zhang, Shanshan Wang, Dong Liang, Qiegen Liu
One-Shot Generative Prior in Hankel-k-Space for Parallel Imaging Reconstruction. IEEE Trans. Medical Imaging 42 (11) (2023)
Chen Luo, Huayu Wang, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang
Matrix Completion-Informed Deep Unfolded Equilibrium Models for Self-Supervised k-Space Interpolation in MRI. CoRR (2023)
Zhuo-Xu Cui, Sen Jia, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Kankan Zhao, Ziwen Ke, Wenqi Huang, Haifeng Wang, Yanjie Zhu, Leslie Ying, Dong Liang
Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging. IEEE Trans. Medical Imaging 42 (12) (2023)
Wenyi Qu, Jing Cheng, Yanjie Zhu, Dong Liang
model and attention mechanism. IET Image Process. 17 (4) (2023)
Zhenxing Huang, Wenbo Li, Yunling Wang, Zhou Liu, Qiyang Zhang, Yuxi Jin, Ruodai Wu, Guotao Quan, Dong Liang, Zhanli Hu, Na Zhang
MLNAN: Multi-level noise-aware network for low-dose CT imaging implemented with constrained cycle Wasserstein generative adversarial networks. Artif. Intell. Medicine 143 (2023)
Yuanyuan Liu, Dong Liang, Zhuo-Xu Cui, Yuxin Yang, Chentao Cao, Qingyong Zhu, Jing Cheng, Caiyun Shi, Haifeng Wang, Yanjie Zhu
Mapping Using Simultaneously Spatial Patch-Based and Parametric Group-Based Low-Rank Tensors (SMART). IEEE Trans. Medical Imaging 42 (8) (2023)
Zhi-Feng Pang, Mengxiao Geng, Lan Zhang, Yanru Zhou, Tieyong Zeng, Liyun Zheng, Na Zhang, Dong Liang, Hairong Zheng, Yongming Dai, Zhenxing Huang, Zhanli Hu
Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation. Signal Process. 205 (2023)
Zhuo-Xu Cui, Sen Jia, Chentao Cao, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang
K-UNN: k-space interpolation with untrained neural network. Medical Image Anal. 88 (2023)
Zhuo-Xu Cui, Chentao Cao, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI. CoRR (2023)
Yanjie Zhu, Jing Cheng, Zhuo-Xu Cui, Qingyong Zhu, Leslie Ying, Dong Liang
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks. IEEE Signal Process. Mag. 40 (2) (2023)
Zhengyong Huang, Sijuan Zou, Guoshuai Wang, Zixiang Chen, Hao Shen, Haiyan Wang, Na Zhang, Lu Zhang, Fan Yang, Haining Wang, Dong Liang, Tianye Niu, Xiaohua Zhu, Zhanli Hu
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation. CoRR (2022)
Zixiang Chen, Yaping Wu, Na Zhang, Tao Sun, Yu Shen, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu
High Temporal Resolution Total-Body Dynamic PET Imaging Based on Pixel-Level Time-Activity Curve Correction. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Zhengyong Huang, Sijuan Zou, Guoshuai Wang, Zixiang Chen, Hao Shen, Haiyan Wang, Na Zhang, Lu Zhang, Fan Yang, Haining Wang, Dong Liang, Tianye Niu, Xiaohua Zhu, Zhanli Hu
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation. Comput. Methods Programs Biomed. 226 (2022)
Chuanming Yu, Yu Guan, Ziwen Ke, Dong Liang, Qiegen Liu
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging. CoRR (2022)
Zhengyong Huang, Si Tang, Zixiang Chen, Guoshuai Wang, Hao Shen, Yun Zhou, Haining Wang, Wei Fan, Dong Liang, Yingying Hu, Zhanli Hu
TG-Net: Combining transformer and GAN for nasopharyngeal carcinoma tumor segmentation based on total-body uEXPLORER PET/CT scanner. Comput. Biol. Medicine 148 (2022)
Chenxin Li, Xin Lin, Yijin Mao, Wei Lin, Qi Qi, Xinghao Ding, Yue Huang, Dong Liang, Yizhou Yu
Domain generalization on medical imaging classification using episodic training with task augmentation. Comput. Biol. Medicine 141 (2022)
Zhenxing Huang, Zhou Liu, Pin He, Ya Ren, Shuluan Li, Yuanyuan Lei, Dehong Luo, Dong Liang, Dan Shao, Zhanli Hu, Na Zhang
Segmentation-guided Denoising Network for Low-dose CT Imaging. Comput. Methods Programs Biomed. 227 (2022)
Yihang Zhou, Haifeng Wang, Yuanyuan Liu, Dong Liang, Leslie Ying
Accelerating MR Parameter Mapping Using Nonlinear Compressive Manifold Learning and Regularized Pre-Imaging. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Guoshuai Wang, Zhou Liu, Zhengyong Huang, Na Zhang, Honghong Luo, Lijian Liu, Hao Shen, Canwen Che, Tianye Niu, Dong Liang, Dehong Luo, Zhanli Hu
Improved GAN: Using a transformer module generator approach for material decomposition. Comput. Biol. Medicine 149 (2022)
Zhuonan He, Kai Hong, Jinjie Zhou, Dong Liang, Yuhao Wang, Qiegen Liu
Deep frequency-recurrent priors for inverse imaging reconstruction. Signal Process. 190 (2022)
Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Jincai Chen, Ping Lu, Qiyang Zhang, Changhui Jiang, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
Considering anatomical prior information for low-dose CT image enhancement using attribute-augmented Wasserstein generative adversarial networks. Neurocomputing 428 (2021)
Ronghui Luo, Yongshuai Ge, Zhanli Hu, Dong Liang, Zhi-Cheng Li
DeepPhase: Learning phase contrast signal from dual energy X-ray absorption images. Displays 69 (2021)
Shi Su, Zhilang Qiu, Chao Luo, Caiyun Shi, Liwen Wan, Yanjie Zhu, Ye Li, Xin Liu, Hairong Zheng, Dong Liang, Haifeng Wang
Accelerated 3D bSSFP Using a Modified Wave-CAIPI Technique With Truncated Wave Gradients. IEEE Trans. Medical Imaging 40 (1) (2021)
Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Zixiang Chen, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented With Attention Mechanism for Low-Dose CT Imaging on Clinical Patient Data From Multiple Anatomical Sites. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Yuxin Yang, Zhongmin Chen, Xi Xu, Yuanyuan Liu, Yanjie Zhu, Dong Liang
The Optimization of Adiabatic Pulses with Constant Amplitude Spin-lock for Magnetic Resonance $\mathrm{T}_{1\rho}$ Imaging. RCAR (2021)
Ziwen Ke, Zhuoxu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
Deep Manifold Learning for Dynamic MR Imaging. CoRR (2021)
Wenqi Huang, Ziwen Ke, Zhuoxu Cui, Jing Cheng, Zhilang Qiu, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang
Deep low-Rank plus sparse network for dynamic MR imaging. Medical Image Anal. 73 (2021)
Zhuo-Xu Cui, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Kankan Zhao, Ziwen Ke, Wenqi Huang, Haifeng Wang, Yanjie Zhu, Dong Liang
Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI. CoRR (2021)
Yongshuai Ge, Peizhen Liu, Yifan Ni, Jianwei Chen, Jiecheng Yang, Ting Su, Huitao Zhang, Jinchuan Guo, Hairong Zheng, Zhicheng Li, Dong Liang
Enhancing the X-Ray Differential Phase Contrast Image Quality With Deep Learning Technique. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Wei Wang, Yanjie Zhu, Zhuoxu Cui, Dong Liang
Is Each Layer Non-trivial in CNN? (Student Abstract). AAAI (2021)
Siyuan Wang, Junjie Lv, Zhuonan He, Dong Liang, Yang Chen, Minghui Zhang, Qiegen Liu
Denoising auto-encoding priors in undecimated wavelet domain for MR image reconstruction. Neurocomputing 437 (2021)
Ziwen Ke, Wenqi Huang, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
Learned Low-Rank Priors in Dynamic MR Imaging. IEEE Trans. Medical Imaging 40 (12) (2021)
Chenxin Li, Qi Qi, Xinghao Ding, Yue Huang, Dong Liang, Yizhou Yu
Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation. CoRR (2021)
Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen, Shanshan Wang, Dong Liang, Qiegen Liu
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction. IEEE Trans. Medical Imaging 40 (12) (2021)
Wenqi Huang, Sen Jia, Ziwen Ke, Zhuoxu Cui, Jing Cheng, Yanjie Zhu, Dong Liang
SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging. CoRR (2021)
Zhanglei Ouyang, Shujun Zhao, Zhaoping Cheng, Yanhua Duan, Zixiang Chen, Na Zhang, Dong Liang, Zhanli Hu
Dynamic PET Imaging Using Dual Texture Features. Frontiers Comput. Neurosci. 15 (2021)
Jing Cheng, Zhuo-Xu Cui, Wenqi Huang, Ziwen Ke, Leslie Ying, Haifeng Wang, Yanjie Zhu, Dong Liang
Learning Data Consistency and its Application to Dynamic MR Imaging. IEEE Trans. Medical Imaging 40 (11) (2021)
Ziwen Ke, Zhuo-Xu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang
Deep Manifold Learning for Dynamic MR Imaging. IEEE Trans. Computational Imaging 7 (2021)
Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Mudan Zhang, Xianchun Zeng, Jun Liu, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
FaNet: fast assessment network for the novel coronavirus (COVID-19) pneumonia based on 3D CT imaging and clinical symptoms. Appl. Intell. 51 (5) (2021)
Minghui Zhang, Mengting Li, Jinjie Zhou, Yanjie Zhu, Shanshan Wang, Dong Liang, Yang Chen, Qiegen Liu
High-dimensional embedding network derived prior for compressive sensing MRI reconstruction. Medical Image Anal. 64 (2020)
Liyan Sun, Wenao Ma, Xinghao Ding, Yue Huang, Dong Liang, John W. Paisley
A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI. IEEE Trans. Medical Imaging 39 (4) (2020)
Hongyu Li, Zifei Liang, Chaoyi Zhang, Ruiying Liu, Jing Li, Weihong Zhang, Dong Liang, Bowen Shen, Xiaoliang Zhang, Yulin Ge, Jiangyang Zhang, Leslie Ying
Deep Learning for Highly Accelerated Diffusion Tensor Imaging. CoRR (2020)
Chaoyi Zhang, Tanzil Mahmud Arefin, Ukash Nakarmi, Choong-Heon Lee, Hongyu Li, Dong Liang, Jiangyang Zhang, Leslie Ying
Acceleration of three-dimensional diffusion magnetic resonance imaging using a kernel low-rank compressed sensing method. NeuroImage 210 (2020)
Zhiyuan Huang, Zixiang Chen, Qiyang Zhang, Guotao Quan, Min Ji, Chengjin Zhang, Yongfeng Yang, Xin Liu, Dong Liang, Hairong Zheng, Zhanli Hu
CaGAN: A Cycle-Consistent Generative Adversarial Network With Attention for Low-Dose CT Imaging. IEEE Trans. Computational Imaging 6 (2020)
Qiyang Zhang, Juan Gao, Yongshuai Ge, Na Zhang, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
PET Image Reconstruction Using a Cascading Back-Projection Neural Network. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Wenqi Huang, Ziwen Ke, Zhuoxu Cui, Jing Cheng, Zhilang Qiu, Sen Jia, Yanjie Zhu, Dong Liang
Deep Low-rank plus Sparse Network for Dynamic MR Imaging. CoRR (2020)
Ziwen Ke, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang
Deep Low-rank Prior in Dynamic MR Imaging. CoRR (2020)
Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen, Shanshan Wang, Dong Liang, Qiegen Liu
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction. CoRR (2020)
Yiling Liu, Qiegen Liu, Minghui Zhang, Qingxin Yang, Shanshan Wang, Dong Liang
IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI. IEEE Trans. Computational Imaging 6 (2020)
Dong Liang, Jing Cheng, Ziwen Ke, Leslie Ying
Deep Magnetic Resonance Image Reconstruction: Inverse Problems Meet Neural Networks. IEEE Signal Process. Mag. 37 (1) (2020)
Sanqian Li, Binjie Qin, Jing Xiao, Qiegen Liu, Yuhao Wang, Dong Liang
Multi-Channel and Multi-Model-Based Autoencoding Prior for Grayscale Image Restoration. IEEE Trans. Image Process. 29 (2020)
Haifeng Wang, Fang Cai, Caiyun Shi, Jing Cheng, Shi Su, Zhilang Qiu, Guoxi Xie, Hanwei Chen, Xin Liu, Dong Liang
Positive Contrast Susceptibility MR Imaging Using GPU-based Primal-Dual Algorithm. EMBC (2020)
Nan Li, Zhaojian Li, Dong Liang, Anouck Girard, Ilya V. Kolmanovsky, Renfu Lu
Triggered Measurements in Markov Processes for Entropy-Constrained State Estimation with Application to Precision Agriculture. CDC (2020)
Ye Li, Qiaoyan Chen, Zidong Wei, Lei Zhang, Changjun Tie, Yanjie Zhu, Sen Jia, Jun Xia, Dong Liang, Qiang He, Xiaoliang Zhang, Xin Liu, Bing Zhang, Hairong Zheng
One-Stop MR Neurovascular Vessel Wall Imaging With a 48-Channel Coil System at 3 T. IEEE Trans. Biomed. Eng. 67 (8) (2020)
Shanshan Wang, Huitao Cheng, Leslie Ying, Taohui Xiao, Ziwen Ke, Xin Liu, Hairong Zheng, Dong Liang
DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. CoRR (2019)
Jingyuan Lyu, Ukash Nakarmi, Dong Liang, Jinhua Sheng, Leslie Ying
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction. IEEE Trans. Medical Imaging 38 (1) (2019)
Peijian Gu, Changhui Jiang, Min Ji, Qiyang Zhang, Yongshuai Ge, Dong Liang, Xin Liu, Yongfeng Yang, Hairong Zheng, Zhanli Hu
Low-Dose Computed Tomography Image Super-Resolution Reconstruction via Random Forests. Sensors 19 (1) (2019)
Siyuan Wang, Junjie Lv, Yuanyuan Hu, Dong Liang, Minghui Zhang, Qiegen Liu
Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction. CoRR (2019)
Jing Cheng, Sen Jia, Ye Li, Haifeng Wang, Dong Liang
A Parameter-Insensitive Solution for Hybrid Compressed Sensing and Parallel Imaging. RCAR (2019)
Wei Zeng, Jie Peng, Shanshan Wang, Zhicheng Li, Qiegen Liu, Dong Liang
A Comparative Study of CNN-Based Super-Resolution Methods in MRI Reconstruction. ISBI (2019)
Dong Liang, Jing Cheng, Ziwen Ke, Leslie Ying
Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks. CoRR (2019)
Haifeng Wang, Lixian Zou, Huihui Ye, Shi Su, Yuchou Chang, Xin Liu, Dong Liang
Application of Time-Fractional Order Bloch Equation in Magnetic Resonance Fingerprinting. ISBI (2019)
Jing Cheng, Haifeng Wang, Leslie Ying, Dong Liang
Model Learning: Primal Dual Networks for Fast MR imaging. CoRR (2019)
Guanyu Li, Yiling Liu, Minghui Zhang, Shanshan Wang, Yanjie Zhu, Qiegen Liu, Dong Liang
A Network-Driven Prior Induced Bregman Model for Parallel MR Imaging. EMBC (2019)
Yanjie Zhu, Ziwen Ke, Jing Cheng, Sen Jia, Yuanyuan Liu, Haifeng Wang, Leslie Ying, Xin Liu, Hairong Zheng, Dong Liang
An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling. CoRR (2019)
Haifeng Wang, Zhilang Qiu, Shi Su, Leslie Ying, Dong Liang
Fast Calculation Method of Average G-Factor for Wave-CAIPI Imaging. ISBI (2019)
Jing Cheng, Haifeng Wang, Leslie Ying, Dong Liang
Model Learning: Primal Dual Networks for Fast MR Imaging. MICCAI (3) (2019)
Lixian Zou, Haifeng Wang, Yanjie Zhu, Yuanyuan Liu, Jing Cheng, Sen Jia, Caiyun Shi, Shi Su, Xin Liu, Hairong Zheng, Dong Liang
T1rho Fractional-order Relaxation of Human Articular Cartilage. EMBC (2019)
Congcong Liu, Jianguo Cui, Nan Li, Feng Du, Junxia Chen, Caiyun Shi, Ye Li, Dong Liang, Haifeng Wang
Preliminary Study of Gradient Coils with Variable Gradient Value and Open-Drive Coil in Magnetic Particle Imaging. RCAR (2019)
Sunil Kumar Gaire, Chaoyi Zhang, Hongyu Li, Peizhou Huang, Ruiying Liu, Haifeng Wang, Dong Liang, Leslie Ying
Accelerated 3D Localization Microscopy Using Blind Sparse Inpainting. ISBI (2019)
Ziwen Ke, Shanshan Wang, Huitao Cheng, Leslie Ying, Qiegen Liu, Hairong Zheng, Dong Liang
CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint. CoRR (2019)
Haifeng Wang, Jing Cheng, Sen Jia, Zhilang Qiu, Caiyun Shi, Lixian Zou, Shi Su, Yuchou Chang, Yanjie Zhu, Leslie Ying, Dong Liang
Accelerating MR Imaging via Deep Chambolle-Pock Network. EMBC (2019)
Jing Cheng, Haifeng Wang, Yanjie Zhu, Qiegen Liu, Hairong Zheng, Leslie Ying, Dong Liang
Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning. CoRR (2019)
Yiling Liu, Qiegen Liu, Minghui Zhang, Qingxin Yang, Shanshan Wang, Dong Liang
IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI. CoRR (2019)
Zhuonan He, Jinjie Zhou, Dong Liang, Yuhao Wang, Qiegen Liu
Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction. CoRR (2019)
Caiyun Shi, Jing Cheng, Shi Su, Lixian Zou, Hanwei Chen, Guoxi Xie, Dong Liang, Xin Liu, Haifeng Wang
Three Dimensional Positive Contrast Susceptibility Fast Spin Echo MR Imaging with Variable Excitation Pulses and PD Algorithm. EMBC (2019)
Caiyun Shi, Haifeng Wang, Guoxi Xie, Shi Su, Yi Huang, Hanwei Chen, Xin Liu, Hairong Zheng, Dong Liang
Susceptibility-based MR Imaging of Nitinol Stent. EMBC (2019)
Biao Xiong, Qiegen Liu, Jiaojiao Xiong, Sanqian Li, Shanshan Wang, Dong Liang
Field-of-Experts Filters Guided Tensor Completion. IEEE Trans. Multim. 20 (9) (2018)
Shanshan Wang, Sha Tan, Yuan Gao, Qiegen Liu, Leslie Ying, Taohui Xiao, Yuanyuan Liu, Xin Liu, Hairong Zheng, Dong Liang
Learning Joint-Sparse Codes for Calibration-Free Parallel MR Imaging. IEEE Trans. Medical Imaging 37 (1) (2018)
Minghui Zhang, Fengqin Zhang, Qiegen Liu, Dong Liang
Sparse-View CT Reconstruction via Robust and Multi-channels Autoencoding Priors. ISICDM (2018)
Shanshan Wang, Ziwen Ke, Huitao Cheng, Sen Jia, Leslie Ying, Hairong Zheng, Dong Liang
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training. CoRR (2018)
Qiaoyan Chen, Guoxi Xie, Chao Luo, Xing Yang, Jin Zhu, Jo Lee, Shi Su, Dong Liang, Xiaoliang Zhang, Xin Liu, Ye Li, Hairong Zheng
A Dedicated 36-Channel Receive Array for Fetal MRI at 3T. IEEE Trans. Medical Imaging 37 (10) (2018)
Zhifan Gao, Yanjie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, Shuo Li
Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach. IEEE Trans. Medical Imaging 37 (1) (2018)
Qiegen Liu, Shanshan Wang, Dong Liang
Sparse and dense hybrid representation via subspace modeling for dynamic MRI. Comput. Medical Imaging Graph. 56 (2017)
Ukash Nakarmi, Yanhua Wang, Jingyuan Lyu, Dong Liang, Leslie Ying
A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI. IEEE Trans. Medical Imaging 36 (11) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dong Liang