DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training. - Shanshan Wang 002; Ziwen Ke; Huitao Cheng; Sen Jia 005; Leslie Ying; Hairong Zheng; Dong Liang 001 (CoRR, 2018)

CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint. - Ziwen Ke; Shanshan Wang 002; Huitao Cheng; Leslie Ying; Qiegen Liu; Hairong Zheng; Dong Liang 001 (CoRR, 2019)

DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. - Shanshan Wang 002; Huitao Cheng; Leslie Ying; Taohui Xiao; Ziwen Ke; Xin Liu 053; Hairong Zheng; Dong Liang 001 (CoRR, 2019)

Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks. - Dong Liang 001; Jing Cheng; Ziwen Ke; Leslie Ying (CoRR, 2019)

LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset. - Shanshan Wang 002; Yanxia Chen; Taohui Xiao; Ziwen Ke; Qiegen Liu; Hairong Zheng (CoRR, 2019)

An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling. - Yanjie Zhu; Ziwen Ke; Jing Cheng; Sen Jia 005; Yuanyuan Liu; Haifeng Wang 003; Leslie Ying; Xin Liu 053; Hairong Zheng; Dong Liang 001 (CoRR, 2019)

Deep Low-rank Prior in Dynamic MR Imaging. - Ziwen Ke; Wenqi Huang 003; Jing Cheng; Sen Jia 005; Haifeng Wang 003; Xin Liu 053; Hairong Zheng; Leslie Ying; Yanjie Zhu; Dong Liang 001 (CoRR, 2020)

Deep Low-rank plus Sparse Network for Dynamic MR Imaging. - Wenqi Huang 003; Ziwen Ke; Zhuoxu Cui; Jing Cheng; Zhilang Qiu; Sen Jia 005; Yanjie Zhu; Dong Liang 001 (CoRR, 2020)

Deep Magnetic Resonance Image Reconstruction: Inverse Problems Meet Neural Networks. - Dong Liang 001; Jing Cheng; Ziwen Ke; Leslie Ying (IEEE Signal Process. Mag., 2020)

Deep Manifold Learning for Dynamic MR Imaging. - Ziwen Ke; Zhuoxu Cui; Wenqi Huang 003; Jing Cheng; Sen Jia 005; Haifeng Wang 003; Xin Liu 053; Hairong Zheng; Leslie Ying; Yanjie Zhu; Dong Liang 001 (CoRR, 2021)

SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging. - Wenqi Huang 003; Sen Jia 005; Ziwen Ke; Zhuoxu Cui; Jing Cheng; Yanjie Zhu; Dong Liang 001 (CoRR, 2021)

Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI. - Zhuo-Xu Cui; Jing Cheng; Qingyong Zhu; Yuanyuan Liu; Sen Jia 005; Kankan Zhao; Ziwen Ke; Wenqi Huang 003; Haifeng Wang 003; Yanjie Zhu; Dong Liang 001 (CoRR, 2021)

Deep low-Rank plus sparse network for dynamic MR imaging. - Wenqi Huang 003; Ziwen Ke; Zhuoxu Cui; Jing Cheng; Zhilang Qiu; Sen Jia 005; Leslie Ying; Yanjie Zhu; Dong Liang 001 (Medical Image Anal., 2021)

Deep Manifold Learning for Dynamic MR Imaging. - Ziwen Ke; Zhuo-Xu Cui; Wenqi Huang 003; Jing Cheng; Sen Jia 005; Leslie Ying; Yanjie Zhu; Dong Liang 001 (IEEE Trans. Computational Imaging, 2021)

Learning Data Consistency and its Application to Dynamic MR Imaging. - Jing Cheng; Zhuo-Xu Cui; Wenqi Huang 003; Ziwen Ke; Leslie Ying; Haifeng Wang 003; Yanjie Zhu; Dong Liang 001 (IEEE Trans. Medical Imaging, 2021)

Learned Low-Rank Priors in Dynamic MR Imaging. - Ziwen Ke; Wenqi Huang 003; Zhuo-Xu Cui; Jing Cheng; Sen Jia 005; Haifeng Wang 003; Xin Liu 053; Hairong Zheng; Leslie Ying; Yanjie Zhu; Dong Liang 001 (IEEE Trans. Medical Imaging, 2021)

Universal Generative Modeling in Dual-domain for Dynamic MR Imaging. - Chuanming Yu; Yu Guan; Ziwen Ke; Dong Liang 001; Qiegen Liu (CoRR, 2022)

Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging. - Zhuo-Xu Cui; Sen Jia 005; Jing Cheng; Qingyong Zhu; Yuanyuan Liu; Kankan Zhao; Ziwen Ke; Wenqi Huang 003; Haifeng Wang 003; Yanjie Zhu; Leslie Ying; Dong Liang 001 (IEEE Trans. Medical Imaging, 2023)

Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model. - Yu Guan; Kunlong Zhang; Qi Qi 005; Dong Wang; Ziwen Ke; Shaoyu Wang 002; Dong Liang 001; Qiegen Liu (CoRR, 2024)

Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction. - Yue Guan; Yudu Li; Ziwen Ke; Xi Peng 004; Ruihao Liu; Yao Li 010; Yiping P. Du; Zhi-Pei Liang (IEEE Trans. Biomed. Eng., 2024)

Fast and Stable Neonatal Brain MR Imaging Using Integrated Learned Subspace Model and Deep Learning. - Ziwen Ke; Yue Guan; Tianyao Wang; Huixiang Zhuang; Zijun Cheng; Yunpeng Zhang; Jing-Ya Ren; Li Cao; Su-Zhen Dong; Yao Li 010 (IEEE Trans. Biomed. Eng., 2025)