Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1811.08839
Cited By
v1
v2 (latest)
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
21 November 2018
Jure Zbontar
Florian Knoll
Anuroop Sriram
Tullie Murrell
Zhengnan Huang
Matthew Muckley
Aaron Defazio
Ruben Stern
Patricia M. Johnson
M. Bruno
Marc Parente
Krzysztof J. Geras
Joe Katsnelson
H. Chandarana
Zizhao Zhang
M. Drozdzal
Adriana Romero
Michael G. Rabbat
Pascal Vincent
N. Yakubova
James Pinkerton
Duo Wang
Erich Owens
C. L. Zitnick
M. Recht
D. Sodickson
Yvonne W. Lui
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"fastMRI: An Open Dataset and Benchmarks for Accelerated MRI"
50 / 399 papers shown
Title
Federated Learning with Privacy-Preserving Ensemble Attention Distillation
Xuan Gong
Liangchen Song
Rishi Vedula
Abhishek Sharma
Meng Zheng
...
Arun Innanje
Terrence Chen
Junsong Yuan
David Doermann
Ziyan Wu
FedML
87
28
0
16 Oct 2022
Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection
Stefano B. Blumberg
Paddy J. Slator
Daniel C. Alexander
99
1
0
13 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey
Yanbin Liu
Girish Dwivedi
F. Boussaïd
Bennamoun
MedIm
AI4CE
105
6
0
12 Oct 2022
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) -- A Memory-Efficient Inverse Problem Solver
Peimeng Guan
Jihui Jin
Justin Romberg
Mark A. Davenport
61
4
0
10 Oct 2022
Dissecting adaptive methods in GANs
Samy Jelassi
David Dobre
A. Mensch
Yuanzhi Li
Gauthier Gidel
46
4
0
09 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images
Yu Cai
Hao Chen
Xin Yang
Yu Zhou
Kwang-Ting Cheng
131
51
0
09 Oct 2022
Flexible Alignment Super-Resolution Network for Multi-Contrast MRI
Yiming Liu
Mengxi Zhang
Weiqin Zhang
Bo Jiang
Bo Hou
Dan Liu
Jie Chen
Heqing Lian
MedIm
65
1
0
07 Oct 2022
Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI
Xiongchao Chen
Y. Shinagawa
Zhigang Peng
Gerardo Hermosillo Valadez
15
2
0
05 Oct 2022
Scaling Laws For Deep Learning Based Image Reconstruction
Tobit Klug
Reinhard Heckel
116
13
0
27 Sep 2022
A Deep Learning Approach Using Masked Image Modeling for Reconstruction of Undersampled K-spaces
Kyle M. Larsen
Arghya Pal
Yogesh Rathi
41
1
0
24 Aug 2022
Self-supervised training of deep denoisers in multi-coil MRI considering noise correlations
Juhyung Park
Dongwon Park
Hyeong-Geol Shin
Eun-Jung Choi
Hongjun An
Minjun Kim
59
4
0
16 Aug 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction
Hong Peng
Chenbo Jiang
Jing Cheng
Minghui Zhang
Shanshan Wang
Dong Liang
Qiegen Liu
DiffM
MedIm
99
17
0
15 Aug 2022
High-Frequency Space Diffusion Models for Accelerated MRI
Chentao Cao
Zhuoxu Cui
Yue Wang
Shaonan Liu
Taijin Chen
Hairong Zheng
Dong Liang
Yanjie Zhu
DiffM
MedIm
114
53
0
10 Aug 2022
NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data
Samah Khawaled
Moti Freiman
UQCV
23
2
0
08 Aug 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers
Dwarikanath Mahapatra
SupR
ViT
MedIm
56
5
0
24 Jul 2022
Locality Guidance for Improving Vision Transformers on Tiny Datasets
Kehan Li
Runyi Yu
Zhennan Wang
Li-ming Yuan
Guoli Song
Jie Chen
ViT
67
46
0
20 Jul 2022
Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction
Mevan Ekanayake
Kamlesh Pawar
Mehrtash Harandi
Gary Egan
Zhaolin Chen
ViT
MedIm
62
7
0
18 Jul 2022
GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction
Batu Mehmet Ozturkler
Arda Sahiner
Tolga Ergen
Arjun D Desai
Christopher M. Sandino
S. Vasanawala
John M. Pauly
Morteza Mardani
Mert Pilanci
50
4
0
18 Jul 2022
Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks
Christoph Angermann
Markus Haltmeier
Ahsan Raza Siyal
68
3
0
09 Jul 2022
A Densely Interconnected Network for Deep Learning Accelerated MRI
Jon André Ottesen
M. Caan
I. Groote
A. Bjørnerud
74
9
0
05 Jul 2022
A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction
Balamurali Murugesan
Sriprabha Ramanarayanan
S. Vijayarangan
Keerthi Ram
N. Jagannathan
M. Sivaprakasam
59
10
0
05 Jul 2022
A Novel Algorithm for Exact Concave Hull Extraction
K. VanHorn
M. Çobanoğlu
26
0
0
23 Jun 2022
Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning
Ali Lotfi-Rezaabad
Sidharth Kumar
S. Vishwanath
Jonathan I. Tamir
SSL
43
1
0
21 Jun 2022
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction
Jiangpeng Yan
Chen-Ping Yu
Hanbo Chen
Zhe Xu
Junzhou Huang
Xiu Li
Jianhua Yao
62
0
0
15 Jun 2022
ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions
Samira Vafay Eslahi
Jian Tao
J. Ji
89
1
0
15 Jun 2022
Denoising Generalized Expectation-Consistent Approximation for MR Image Recovery
S. K. Shastri
Rizwan Ahmad
Christopher A. Metzler
Philip Schniter
86
7
0
09 Jun 2022
Memory-efficient model-based deep learning with convergence and robustness guarantees
Aniket Pramanik
M. Zimmerman
M. Jacob
3DV
71
13
0
06 Jun 2022
A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation
Dominik Drees
Florian Eilers
Ang Bian
Xiaoyi Jiang
19
1
0
02 Jun 2022
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data
Shijun Liang
Anish Lahiri
S. Ravishankar
72
3
0
01 Jun 2022
A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2Noise
Charles Millard
M. Chiew
150
37
0
20 May 2022
k-strip: A novel segmentation algorithm in k-space for the application of skull stripping
Moritz Rempe
F. Mentzel
Kelsey L. Pomykala
Johannes Haubold
F. Nensa
K. Kröninger
Jan Egger
Jens Kleesiek
74
9
0
19 May 2022
WKGM: Weight-K-space Generative Model for Parallel Imaging Reconstruction
Zongjiang Tu
Die Liu
Xiaoqing Wang
Chenbo Jiang
Pengwen Zhu
Minghui Zhang
Shanshan Wang
Dong Liang
Qiegen Liu
MedIm
98
8
0
08 May 2022
Adversarial Distortion Learning for Medical Image Denoising
Morteza Ghahremani
Mohammad Khateri
Alejandra Sierra
Jussi Tohka
MedIm
69
16
0
29 Apr 2022
PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI
Jingfen Xie
Jian Zhang
Yongbing Zhang
Xiangyang Ji
76
31
0
24 Apr 2022
Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural Networks
Wei Peng
Li Feng
Guoying Zhao
Fan Liu
OOD
64
19
0
05 Apr 2022
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction
Timothy C. Bakker
Matthew Muckley
Adriana Romero Soriano
M. Drozdzal
Luis Villaseñor-Pineda
76
18
0
30 Mar 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection
Arshi Parvaiz
Muhammad Anwaar Khalid
Rukhsana Zafar
Huma Ameer
M. Ali
M. Fraz
MedIm
79
63
0
29 Mar 2022
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution
Guangyuan Li
Jun Lv
Yapeng Tian
Qingyu Dou
Chengyan Wang
Chenliang Xu
Jing Qin
MedIm
115
60
0
26 Mar 2022
Transformer Compressed Sensing via Global Image Tokens
M. B. Lorenzana
Craig B. Engstrom
Shekhar S. Chandra
ViT
MedIm
38
5
0
24 Mar 2022
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
Hyungjin Chung
Eunha Lee
Jong Chul Ye
DiffM
MedIm
98
119
0
23 Mar 2022
Rethinking the optimization process for self-supervised model-driven MRI reconstruction
Weijian Huang
Cheng Li
Wenxin Fan
Yongjin Zhou
Qiegen Liu
Hairong Zheng
Shanshan Wang
140
3
0
18 Mar 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction
Zalan Fabian
Berk Tinaz
Mahdi Soltanolkotabi
73
53
0
15 Mar 2022
Image Quality Assessment for Magnetic Resonance Imaging
Segrey Kastryulin
Jamil Zakirov
Nicola Pezzotti
Dmitry V. Dylov
46
14
0
15 Mar 2022
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI
Xiaohan Liu
Yanwei Pang
Ruiqi Jin
Yu Liu
Zhenchang Wang
49
31
0
11 Mar 2022
Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging
Ekaterina Kuzmina
A. Razumov
Oleg Y. Rogov
E. Adalsteinsson
Jacob K White
Dmitry V. Dylov
58
10
0
10 Mar 2022
Tuning-free multi-coil compressed sensing MRI with Parallel Variable Density Approximate Message Passing (P-VDAMP)
Charles Millard
M. Chiew
Jared Tanner
A. Hess
B. Mailhé
52
2
0
08 Mar 2022
Towards performant and reliable undersampled MR reconstruction via diffusion model sampling
Cheng-Fang Peng
Pengfei Guo
S. Kevin Zhou
Vishal M. Patel
Ramalingam Chellappa
MedIm
DiffM
114
93
0
08 Mar 2022
Undersampled MRI Reconstruction with Side Information-Guided Normalisation
Xinwen Liu
Jing Wang
Cheng-Fang Peng
Shekhar S. Chandra
Feng Liu
S. Kevin Zhou
OOD
65
6
0
07 Mar 2022
Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction
Yutong Xie
Quanzheng Li
DiffM
MedIm
145
93
0
05 Mar 2022
Training Adaptive Reconstruction Networks for Blind Inverse Problems
Alban Gossard
P. Weiss
MedIm
50
6
0
23 Feb 2022
Previous
1
2
3
4
5
6
7
8
Next