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Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI

12 February 2013

Xinghao Ding

Papers citing "Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI"

20 / 20 papers shown

Title
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction Liyan Sun Shaocong Yu Chi Zhang Xinghao Ding SSL 100 0 0 18 Jan 2025
End-to-End Sequential Sampling and Reconstruction for MRI Tianwei Yin Zihui Wu He Sun Adrian Dalca Yisong Yue Katherine Bouman 82 20 0 13 May 2021
An unsupervised deep learning framework for medical image denoising Swati Rai Jignesh S. Bhatt S. K. Patra MedIm 49 16 0 11 Mar 2021
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 78 26 0 14 Aug 2020
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis Jyoti Maggu Prerna Singh A. Majumdar 38 3 0 11 Dec 2019
Deep-learning-based Optimization of the Under-sampling Pattern in MRI C. D. Bahadir Alan Q. Wang Adrian Dalca M. Sabuncu 51 9 0 26 Jul 2019
Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution Network Yuxiang Dai Peixian Zhuang MedIm 68 30 0 11 Jun 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 130 244 0 04 Apr 2019
Learning-based Optimization of the Under-sampling Pattern in MRI C. D. Bahadir Adrian Dalca M. Sabuncu 124 115 0 07 Jan 2019
Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network Liyan Sun Zhiwen Fan Yue Huang Xinghao Ding John Paisley 110 61 0 06 May 2018
Learning-Based Compressive MRI Baran Gözcü Rabeeh Karimi Mahabadi Yen-Huan Li E. Ilıcak Tolga Çukur Jonathan Scarlett Volkan Cevher 83 121 0 03 May 2018
A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction Liyan Sun Zhiwen Fan Yue Huang Xinghao Ding John Paisley 86 107 0 10 Apr 2018
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI Zhiwen Fan Liyan Sun Xinghao Ding Yue Huang C. Cai John Paisley MedIm 81 28 0 04 Apr 2018
A Divide-and-Conquer Approach to Compressed Sensing MRI Liyan Sun Zhiwen Fan Xinghao Ding C. Cai Yue Huang John Paisley 24 4 0 27 Mar 2018
A Deep Error Correction Network for Compressed Sensing MRI Liyan Sun Zhiwen Fan Yue Huang Xinghao Ding John Paisley MedIm 61 12 0 23 Mar 2018
Compressive Sensing via Convolutional Factor Analysis Xin Yuan Yunchen Pu Lawrence Carin 58 3 0 11 Jan 2017
Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging S. Ravishankar Brian E. Moore R. Nadakuditi Jeffrey A. Fessler 83 71 0 13 Nov 2016
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing S. Ravishankar Y. Bresler 80 63 0 04 Nov 2015
Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction Zhifang Zhan Jian-Feng Cai D. Guo Yunsong Liu Zhong Chen X. Qu 84 195 0 10 Mar 2015
Dependent Nonparametric Bayesian Group Dictionary Learning for online reconstruction of Dynamic MR images D. Zonoobi S. F. Roohi A. Kassim 51 9 0 25 Aug 2014