One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI

9 December 2021

Papers citing "One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI"

23 / 23 papers shown

Title
OneNet: A Channel-Wise 1D Convolutional U-Net Sanghyun Byun Kayvan Shah Ayushi Gang Christopher Apton Jacob Song Woo Seong Chung SSeg 38 0 0 14 Nov 2024
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine Imaging Siying Xu Kerstin Hammernik Andreas Lingg Jens Kuebler Patrick Krumm Daniel Rueckert S. Gatidis T. Kuestner 29 1 0 03 Jul 2024
Paired Conditional Generative Adversarial Network for Highly Accelerated Liver 4D MRI Di Xu Xin Miao Hengjie Liu Jessica E. Scholey Wensha Yang ... Michael Ohliger Hui Lin Yi Lao Yang Yang Ke Sheng MedIm 36 4 0 20 May 2024
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI Yirong Zhou Chengyan Wang Mengtian Lu Kunyuan Guo Zi Wang ... Liuhong Zhu Jianjun Zhou Congbo Cai He Wang Xiaobo Qu 36 1 0 17 May 2024
Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction Xiaoyu Qiao Weisheng Li Bin Xiao Yuping Huang Lijian Yang DiffM 32 3 0 05 May 2024
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI Zi Wang Min Xiao Yirong Zhou Chengyan Wang Naiming Wu ... Congbo Cai He Wang D. Guo Guang Yang Xiaobo Qu 34 4 0 24 Feb 2024
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence Yirong Zhou Yanhuang Wu Yuhan Su Jing Li Jianyun Cai Yongfu You D. Guo X. Qu 50 1 0 18 Oct 2023
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction Min Xiao Z. Wang Jiefeng Guo Xiaobo Qu OOD MedIm 35 0 0 13 Sep 2023
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction Z. Wang Xiaotong Yu Chengyan Wang Weibo Chen Jiazheng Wang ... C. Cai Zhongze Chen D. Guo Guang Yang X. Qu AI4CE 28 14 0 25 Jul 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 22 5 0 21 Jun 2023
GSURE-Based Diffusion Model Training with Corrupted Data Bahjat Kawar Noam Elata T. Michaeli Michael Elad DiffM 29 27 0 22 May 2023
Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-Thresholding Chunyan Xiong Meng Lu Xiaotong Yu JIAN-PENG Cao Zhong Chen D. Guo X. Qu MLT 33 0 0 14 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 28 40 0 07 Apr 2023
AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI M. B. Lorenzana Shekhar S. Chandra Feng Liu 17 1 0 17 Feb 2023
A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization JIAN-PENG Cao Chao Qian Yihui Huang Dicheng Chen Yuncheng Gao Jiyang Dong D. Guo X. Qu 19 1 0 29 Dec 2022
Low-rank Tensor Assisted K-space Generative Model for Parallel Imaging Reconstruction Wei Zhang Zengwei Xiao Hui Tao Minghui Zhang Xiaoling Xu Qiegen Liu MedIm 46 1 0 11 Dec 2022
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging Z. Wang H. Fang Chen Qian Boxuan Shi L. Bao ... Jianjun Zhou Wenping Wei Jianzhong Lin D. Guo X. Qu 25 9 0 23 Oct 2022
Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence Chen Qian Yuncheng Gao Mingyang Han Zi Wang Dan Ruan ... Meijin Lin D. Guo Jianjun Zhou Meiyun Wang Xiaobo Qu DiffM MedIm OOD 16 0 0 20 Oct 2022
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data S. Liang Anish Lahiri S. Ravishankar 11 2 0 01 Jun 2022
Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance Qinqin Yang Zi Wang Kunyuan Guo C. Cai X. Qu PINN OOD MedIm AI4CE 27 57 0 21 Mar 2022
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers Yilmaz Korkmaz S. Dar Mahmut Yurt Muzaffer Özbey Tolga Çukur ViT MedIm 19 190 0 15 May 2021
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few In Vivo Data Dicheng Chen Wanqi Hu Huiting Liu Yirong Zhou Tianyu Qiu ... Xi Chen Gen Yan D. Guo Jianzhong Lin X. Qu 13 13 0 26 Jan 2021
A Sparse Model-inspired Deep Thresholding Network for Exponential Signal Reconstruction -- Application in Fast Biological Spectroscopy Z. Wang D. Guo Zhangren Tu Yihui Huang Yirong Zhou ... Donghai Lin Yongfu You Tatiana Agback V. Orekhov X. Qu 16 34 0 29 Dec 2020