v1v2v3v4 (latest)

DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training

30 September 2018

Dong Liang

Papers citing "DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training"

38 / 38 papers shown

Title
Low-Rank Augmented Implicit Neural Representation for Unsupervised High-Dimensional Quantitative MRI Reconstruction Haonan Zhang Guoyan Lao Yuyao Zhang Hongjiang Wei 43 0 0 10 Jun 2025
A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging Xuanru Zhou Jiarun Liu Shoujun Yu Hao Yang Cheng Li Tao Tan Shanshan Wang MedIm 110 0 0 04 Jun 2025
$k$ - $t$ CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image Reconstruction Liping Zhang Weitian Chen 76 3 0 17 Oct 2023
Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems Huayu Wang Chen Luo Taofeng Xie Qiyu Jin Guoqing Chen Zhuoxu Cui Dong Liang AAML 90 2 0 17 Sep 2023
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction Wanyu Bian Albert Jang Fan Liu DiffM 101 21 0 02 Sep 2023
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI Zimeng Li Sa Xiao Cheng Wang Haidong Li Xiuchao Zhao ... Junshuai Xie Lei Shi F. Guo Chaohui Ye Xin Zhou 92 5 0 21 Jun 2023
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction Liping Zhang Xiaobo Li Weitian Chen 99 5 0 20 Jun 2023
RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging Berk Iskender M. Klasky Y. Bresler 98 3 0 07 Apr 2023
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction Jie Feng Rui-jun Feng Qing Wu Zhiyong Zhang Yuyao Zhang Hongjiang Wei 83 30 0 31 Dec 2022
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging Chuanming Yu Yu Guan Ziwen Ke Dong Liang Qiegen Liu DiffM MedIm 86 0 0 15 Dec 2022
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-Resolution Shaohua Zhi Yinghui Wang Haonan Xiao T. Bai Yunsong Tang Bing Li Chenyang Liu Wen Li Tian Li Jing Cai 67 4 0 21 Nov 2022
Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance C. Qin Daniel Rueckert 94 3 0 21 Sep 2022
A Deep Learning Approach for Parallel Imaging and Compressed Sensing MRI Reconstruction Farhan Sadik Md. Kamrul Hasan MedIm 138 0 0 19 Sep 2022
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging J. Zou Cheng Li Seng Jia Shanshan Wang Tingrui Pei Hairong Zheng Shanshan Wang 79 15 0 08 Aug 2022
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 85 206 0 12 Jul 2022
A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2Noise Charles Millard M. Chiew 164 37 0 20 May 2022
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers Jiahao Huang Yingying Fang Yang Nan Huanjun Wu Yinzhe Wu ... Zidong Wang Pietro Lio Daniel Rueckert Yonina C. Eldar Guang Yang OOD MedIm 78 3 0 01 Apr 2022
Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance Qinqin Yang Zi Wang Kunyuan Guo C. Cai X. Qu PINN OOD MedIm AI4CE 99 61 0 21 Mar 2022
Federated Learning of Generative Image Priors for MRI Reconstruction Gokberk Elmas S. Dar Yilmaz Korkmaz Emir Ceyani Burak Susam Muzaffer Özbey Salman Avestimehr Tolga cCukur FedML MedIm AI4CE 122 93 0 08 Feb 2022
FA-GAN: Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution M. Jiang Min Zhi Liying Wei Xiaocheng Yang Jucheng Zhang Yongming Li Pin Wang Jiahao Huang Guang Yang MedIm 115 84 0 09 Aug 2021
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers Yilmaz Korkmaz S. Dar Mahmut Yurt Muzaffer Özbey Tolga Çukur ViT MedIm 133 199 0 15 May 2021
SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging Wenqi Huang Seng Jia Ziwen Ke Zhuoxu Cui Jing Cheng Yanjie Zhu Dong Liang SupR 56 2 0 13 Apr 2021
Deep Manifold Learning for Dynamic MR Imaging Ziwen Ke Zhuoxu Cui Wenqi Huang Jing Cheng Seng Jia ... Xin Liu Hairong Zheng L. Ying Yanjie Zhu Dong Liang 98 21 0 09 Mar 2021
Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning Pengfei Guo Puyang Wang Jinyuan Zhou Shanshan Jiang Vishal M. Patel FedML OOD 137 148 0 03 Mar 2021
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT Yi Zhang Hu Chen Wenjun Xia Yang Chen Baodong Liu Yan Liu Huaiqiang Sun Jiliu Zhou 70 40 0 13 Dec 2020
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery Mahmut Yurt Muzaffer Özbey S. Dar Berk Tınaz K. Oguz Tolga Çukur MedIm 114 32 0 27 Nov 2020
Deep Low-rank plus Sparse Network for Dynamic MR Imaging Wenqi Huang Ziwen Ke Zhuoxu Cui Jing Cheng Zhilang Qiu Sen Jia Leslie Ying Yanjie Zhu Dong Liang 138 77 0 26 Oct 2020
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN Gyutaek Oh Byeongsu Sim Hyungjin Chung Leonard Sunwoo J. C. Ye OOD MedIm 78 72 0 29 Aug 2020
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data Hyungjin Chung Eunju Cha Leonard Sunwoo J. C. Ye MedIm 91 26 0 04 Aug 2020
MRI Image Reconstruction via Learning Optimization Using Neural ODEs Eric Z. Chen Terrence Chen Shanhui Sun 133 23 0 24 Jun 2020
An Unsupervised Deep Learning Method for Multi-coil Cine MRI Ziwen Ke Jing Cheng L. Ying Hairong Zheng Yanjie Zhu Dong Liang 73 0 0 20 Dec 2019
Pyramid Convolutional RNN for MRI Image Reconstruction Eric Z. Chen Puyang Wang Xiao Chen Terrence Chen Shanhui Sun 119 45 0 02 Dec 2019
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction R. Souza M. Bento N. Nogovitsyn K. J. Chung R. Lebel Richard Frayne 94 59 0 04 Nov 2019
LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset Shanshan Wang Yanxia Chen Taohui Xiao Ziwen Ke Qiegen Liu Hairong Zheng 52 4 0 24 Aug 2019
Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks Dong Liang Jing Cheng Ziwen Ke L. Ying 81 57 0 26 Jul 2019
Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning Jing Cheng Haifeng Wang Yanjie Zhu Qiegen Liu Qiyang Zhang ... Zhanli Hu Xin Liu Hairong Zheng L. Ying Dong Liang OOD MedIm 102 5 0 19 Jun 2019
CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint Ziwen Ke Shanshan Wang Huitao Cheng L. Ying Qiegen Liu Hairong Zheng Dong Liang MedIm 51 5 0 18 Jan 2019
MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRI H. Aggarwal M. Mani M. Jacob MedIm 83 44 0 19 Dec 2018