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A Trust-Guided Approach to MR Image Reconstruction with Side Information
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
6 January 2025
Arda Atalık
S. Chopra
D. Sodickson
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Papers citing
"A Trust-Guided Approach to MR Image Reconstruction with Side Information"
21 / 21 papers shown
On the Utility of Foundation Models for Fast MRI: Vision-Language-Guided Image Reconstruction
Ruimin Feng
Xingxin He
Ronald Mercer
Zachary Stewart
Fang Liu
DiffM
236
0
0
24 Nov 2025
Predicting before Reconstruction: A generative prior framework for MRI acceleration
Juhyung Park
Rokgi Hong
Roh-Eul Yoo
Jaehyeon Koo
S. Chun
S. Choi
Jongho Lee
MedIm
201
0
0
22 Oct 2025
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
Mahdi Farahbakhsh
Vishnu Teja Kunde
D. Kalathil
Krishna R. Narayanan
J. Chamberland
180
1
0
02 Oct 2025
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Pengcheng Lei
Faming Fang
Guixu Zhang
Ming Xu
MedIm
SupR
301
23
0
03 Sep 2023
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
International Conference on Learning Representations (ICLR), 2022
Yinhuai Wang
Jiwen Yu
Jian Zhang
DiffM
610
665
0
01 Dec 2022
GAN Prior based Null-Space Learning for Consistent Super-Resolution
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yinhuai Wang
Yu Fei Hu
Jiwen Yu
Jian Zhang
SupR
150
51
0
24 Nov 2022
Solving Inverse Problems in Medical Imaging with Score-Based Generative Models
International Conference on Learning Representations (ICLR), 2021
Yang Song
Liyue Shen
Lei Xing
Stefano Ermon
DiffM
SyDa
OffRL
MedIm
547
695
0
15 Nov 2021
Score-based diffusion models for accelerated MRI
Hyungjin Chung
Jong Chul Ye
DiffM
MedIm
668
528
0
08 Oct 2021
Multi-Modal Transformer for Accelerated MR Imaging
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Chun-Mei Feng
Yu-bao Yan
Geng Chen
Yong Xu
Ling Shao
Huazhu Fu
MedIm
ViT
293
147
0
27 Jun 2021
Prior Image-Constrained Reconstruction using Style-Based Generative Models
International Conference on Machine Learning (ICML), 2021
Varun A. Kelkar
M. Anastasio
253
32
0
24 Feb 2021
End-to-End Variational Networks for Accelerated MRI Reconstruction
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Anuroop Sriram
Jure Zbontar
Tullie Murrell
Aaron Defazio
C. L. Zitnick
N. Yakubova
Florian Knoll
Patricia M. Johnson
DRL
382
387
0
14 Apr 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior
Computer Vision and Pattern Recognition (CVPR), 2020
Bo Zhou
S. Kevin Zhou
358
175
0
11 Jan 2020
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
Magnetic Resonance in Medicine (MRM), 2020
Florian Knoll
Tullie Murrell
Anuroop Sriram
N. Yakubova
Jure Zbontar
...
Aaron Defazio
Matthew Muckley
D. Sodickson
C. L. Zitnick
M. Recht
428
231
0
06 Jan 2020
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction
International Conference on Information Photonics (ICIP), 2018
P. Song
L. Weizman
João F. C. Mota
Yonina C. Eldar
M. Rodrigues
203
67
0
26 Jun 2018
MoDL: Model Based Deep Learning Architecture for Inverse Problems
H. Aggarwal
M. Mani
M. Jacob
669
1,183
0
07 Dec 2017
Learning a Variational Network for Reconstruction of Accelerated MRI Data
Kerstin Hammernik
Teresa Klatzer
Erich Kobler
M. Recht
D. Sodickson
Thomas Pock
Florian Knoll
440
1,713
0
03 Apr 2017
Compressed Sensing using Generative Models
Ashish Bora
A. Jalal
Eric Price
A. Dimakis
557
902
0
09 Mar 2017
Instance Normalization: The Missing Ingredient for Fast Stylization
Dmitry Ulyanov
Andrea Vedaldi
Victor Lempitsky
OOD
645
4,047
0
27 Jul 2016
Multi-Contrast MRI Reconstruction with Structure-Guided Total Variation
Matthias Joachim Ehrhardt
M. Betcke
164
131
0
20 Nov 2015
Adam: A Method for Stochastic Optimization
International Conference on Learning Representations (ICLR), 2014
Diederik P. Kingma
Jimmy Ba
ODL
4.9K
164,280
0
22 Dec 2014
Compressed sensing for longitudinal MRI: An adaptive-weighted approach
Medical Physics (Lancaster) (Med. Phys.), 2014
L. Weizman
Yonina C. Eldar
D. Ben Bashat
352
96
0
10 Jul 2014
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