Learning-Based Compressive MRI

Learning-Based Compressive MRI

3 May 2018

Rabeeh Karimi Mahabadi

Jonathan Scarlett

Papers citing "Learning-Based Compressive MRI"

13 / 13 papers shown

Title
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI Morteza Mardani Enhao Gong Joseph Y. Cheng S. Vasanawala Greg Zaharchuk ... Neil Thakur Song Han W. Dally John M. Pauly Lei Xing MedIm GAN 47 157 0 31 May 2017
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Yoseob Han J. Yoo J. C. Ye MedIm OOD 151 231 0 03 Mar 2017
A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 107 348 0 01 Mar 2017
Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging S. Ravishankar Brian E. Moore R. Nadakuditi Jeffrey A. Fessler 60 71 0 13 Nov 2016
Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging Morteza Mardani G. Giannakis K. Uğurbil 35 10 0 14 Sep 2016
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing S. Ravishankar Y. Bresler 50 63 0 04 Nov 2015
Learning-based Compressive Subsampling Luca Baldassarre Yen-Huan Li Jonathan Scarlett Baran Gözcü Ilija Bogunovic Volkan Cevher 83 73 0 21 Oct 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,625 0 06 Feb 2015
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI S. Ravishankar Y. Bresler MedIm 52 113 0 13 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Compressed sensing for longitudinal MRI: An adaptive-weighted approach L. Weizman Yonina C. Eldar D. Ben Bashat 49 94 0 10 Jul 2014
An analysis of block sampling strategies in compressed sensing Jérémie Bigot Claire Boyer P. Weiss 82 91 0 20 May 2013
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI Yue Huang John Paisley Qin Lin Xinghao Ding Xueyang Fu Xiao-Ping Zhang MedIm 76 134 0 12 Feb 2013