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fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
v1v2 (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
ArXiv (abs)PDFHTML

Papers citing "fastMRI: An Open Dataset and Benchmarks for Accelerated MRI"

50 / 440 papers shown
Flemme: A Flexible and Modular Learning Platform for Medical Images
Flemme: A Flexible and Modular Learning Platform for Medical ImagesIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Guoqing Zhang
Jingyun Yang
Yang Li
MedImVLM
422
3
0
10 Apr 2026
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction
Unrolled Networks are Conditional Probability Flows in MRI Reconstruction
Kehan Qi
Saumya Gupta
Qingqiao Hu
Weimin Lyu
Chao Chen
Chao Chen
MedIm
364
0
0
02 Dec 2025
Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI
Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI
G. Kanli
Daniele Perlo
Selma Boudissa
Radovan Jirik
O. Keunen
MedIm
181
0
0
28 Nov 2025
Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
Apu Kumar Chakroborti
Yi Ding
Lipeng Wan
96
0
0
26 Nov 2025
Equivariant Deep Equilibrium Models for Imaging Inverse Problems
Equivariant Deep Equilibrium Models for Imaging Inverse Problems
Alexander Mehta
Ruangrawee Kitichotkul
Vivek K Goyal
Julián Tachella
195
1
0
24 Nov 2025
On the Utility of Foundation Models for Fast MRI: Vision-Language-Guided Image Reconstruction
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
243
0
0
24 Nov 2025
Parallel qMRI Reconstruction from 4x Accelerated Acquisitions
Parallel qMRI Reconstruction from 4x Accelerated Acquisitions
Mingi Kang
39
0
0
23 Nov 2025
Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin
S. Yap
Fuad M. Noman
Junn Yong Loo
Devon Stoliker
M. Khajehnejad
Raphaël C.-W. Phan
David L. Dowe
Adeel Razi
C. Ting
101
0
0
23 Nov 2025
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
Mohammad Khateri
Serge Vasylechko
Morteza Ghahremani
Liam Timms
Deniz Kocanaogullari
...
Davood Karimi
Alejandra Sierra
Jussi Tohka
Sila Kurugol
O. Afacan
474
3
0
20 Nov 2025
Video Finetuning Improves Reasoning Between Frames
Video Finetuning Improves Reasoning Between Frames
Ruiqi Yang
Tian Yun
Zihan Wang
Ellie Pavlick
LRM
175
0
0
17 Nov 2025
OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks
OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks
Zhihao Peng
Cheng . Wang
Shengyuan Liu
Zhiying Liang
Yixuan Yuan
Minjie Ju
PeterYM Woo
Yixuan Yuan
249
5
0
02 Nov 2025
Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements
Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements
Tom Sprunck
Marcelo Pereyra
T. Liaudat
279
0
0
31 Oct 2025
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
Yuhua Jiang
Shuang Cheng
Yihao Liu
Ermo Hua
Che Jiang
Weigao Sun
Yu Cheng
Feifei Gao
Biqing Qi
Bowen Zhou
CLLKELMMoE
118
0
0
30 Oct 2025
Self-diffusion for Solving Inverse Problems
Self-diffusion for Solving Inverse Problems
Guanxiong Luo
Shoujin Huang
Yanlong Yang
DiffM
251
2
0
24 Oct 2025
Predicting before Reconstruction: A generative prior framework for MRI acceleration
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
209
0
0
22 Oct 2025
Time-Embedded Algorithm Unrolling for Computational MRI
Time-Embedded Algorithm Unrolling for Computational MRI
Junno Yun
Yasar Utku Alçalar
Mehmet Akçakaya
167
3
0
18 Oct 2025
DiffEM: Learning from Corrupted Data with Diffusion Models via Expectation Maximization
DiffEM: Learning from Corrupted Data with Diffusion Models via Expectation Maximization
Danial Hosseintabar
Fan Chen
Giannis Daras
Antonio Torralba
C. Daskalakis
230
1
0
14 Oct 2025
Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
Shayan Mohajer Hamidi
En-Hui Yang
Ben Liang
DiffMMedIm
282
0
0
08 Oct 2025
Self-supervised Deep Unrolled Model with Implicit Neural Representation Regularization for Accelerating MRI Reconstruction
Self-supervised Deep Unrolled Model with Implicit Neural Representation Regularization for Accelerating MRI Reconstruction
Jingran Xu
Yuanyuan Liu
Yuanbiao Yang
Zhuo-Xu Cui
Jing Cheng
Qingyong Zhu
Nannan Zhang
Yihang Zhou
Dong Liang
Yanjie Zhu
212
0
0
08 Oct 2025
What is Quantum Computer Security?
What is Quantum Computer Security?
S. Deshpande
Jakub Szefer
175
0
0
07 Oct 2025
Conditional Denoising Diffusion Model-Based Robust MR Image Reconstruction from Highly Undersampled Data
Conditional Denoising Diffusion Model-Based Robust MR Image Reconstruction from Highly Undersampled Data
Mohammed Alsubaie
Wenxi Liu
L. Gu
Ovidiu C. Andronesi
Sirani M. Perera
Xianqi Li
DiffMMedIm
206
0
0
07 Oct 2025
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
Mahdi Farahbakhsh
Vishnu Teja Kunde
D. Kalathil
Krishna R. Narayanan
J. Chamberland
206
1
0
02 Oct 2025
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
Jiyao Liu
Jinjie Wei
Wanying Qu
Chenglong Ma
Junzhi Ning
...
Zhongying Deng
Jin Ye
Lihao Liu
Junjun He
Ningsheng Xu
LM&MA
191
7
0
02 Oct 2025
Equivariant Splitting: Self-supervised learning from incomplete data
Equivariant Splitting: Self-supervised learning from incomplete data
Victor Sechaud
Jérémy Scanvic
Quentin Barthélemy
Patrice Abry
Julián Tachella
SSL
458
2
0
01 Oct 2025
Perceptual Influence: Improving the Perceptual Loss Design for Low-Dose CT Enhancement
Perceptual Influence: Improving the Perceptual Loss Design for Low-Dose CT Enhancement
Gabriel A. Viana
Luis F. Alves Pereira
Tsang Ing Ren
George D. C. Cavalcanti
Jan Sijbers
OOD
145
0
0
27 Sep 2025
Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction
Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction
Rohan Sanda
Asad Aali
Andrew Johnston
Eduardo Reis
Jonathan Singh
Gordon Wetzstein
DiffMMedIm
233
0
0
25 Sep 2025
Measurement Score-Based MRI Reconstruction with Automatic Coil Sensitivity Estimation
Measurement Score-Based MRI Reconstruction with Automatic Coil Sensitivity Estimation
Tingjun Liu
Chicago Y. Park
Yuyang Hu
Hongyu An
Ulugbek S. Kamilov
DiffMMedIm
145
0
0
22 Sep 2025
PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
Ziad Al-Haj Hemidi
Eytan Kats
Mattias P. Heinrich
AI4CE
231
0
0
11 Aug 2025
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
Hongli Chen
Pengcheng Fang
Yuxia Chen
Yingxuan Ren
Jing Hao
Fangfang Tang
Xiaohao Cai
Shanshan Shan
Yifan Zhang
Mamba
254
2
0
07 Aug 2025
MRpro - open PyTorch-based MR reconstruction and processing package
MRpro - open PyTorch-based MR reconstruction and processing package
F. Zimmermann
Patrick Schuenke
Christoph S. Aigner
Bill A. Bernhardt
Mara Guastini
...
Catarina Redshaw Kranich
Jakob Schattenfroh
David Schote
Yanglei Wu
C. Kolbitsch
173
1
0
30 Jul 2025
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
C. T. Ye
Shamus Li
Tyler King
Kristina Monakhova
UQCV
226
0
0
19 Jul 2025
Fast Equivariant Imaging: Acceleration for Unsupervised Learning via Augmented Lagrangian and Auxiliary PnP Denoisers
Fast Equivariant Imaging: Acceleration for Unsupervised Learning via Augmented Lagrangian and Auxiliary PnP Denoisers
Guixian Xu
Jinglai Li
Junqi Tang
252
1
0
09 Jul 2025
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
Zhenxuan Zhang
Lipei Zhang
Yanqi Cheng
Zi Wang
Fanwen Wang
...
Jiahao Huang
Angelica I Aviles-Rivero
Zhifan Gao
Guang Yang
Peter J. Lally
OODMedIm
381
1
0
19 Jun 2025
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
Runa Eschenhagen
Aaron Defazio
Tsung-Hsien Lee
Richard Turner
Hao-Jun Michael Shi
351
13
0
04 Jun 2025
Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study
Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study
Yasar Utku Alçalar
Yu Cao
Mehmet Akçakaya
236
1
0
30 May 2025
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
Taoran Zheng
Xing Li
Xing Li
Xiang Gu
Zongben Xu
Jian Sun
MedIm
495
1
0
23 May 2025
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
Jiachen Yao
Abbas Mammadov
Julius Berner
Gavin Kerrigan
Jong Chul Ye
Kamyar Azizzadenesheli
A. Anandkumar
DiffM
373
23
0
22 May 2025
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data
Yasi Zhang
Tianyu Chen
Zhendong Wang
Ying Nian Wu
Mingyuan Zhou
Oscar Leong
DiffM
301
4
0
19 May 2025
Measurement Score-Based Diffusion Model
Measurement Score-Based Diffusion Model
Chicago Y. Park
Shirin Shoushtari
Hongyu An
Ulugbek S. Kamilov
DiffMMedIm
370
3
0
17 May 2025
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
Shijun Liang
Ismail Alkhouri
Siddhant Gautam
Qing Qu
S. Ravishankar
DiffMMedIm
364
2
0
16 May 2025
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models
Shirin Shoushtari
Edward P. Chandler
Yuanhao Wang
M. Salman Asif
Ulugbek S. Kamilov
DiffM
678
4
0
16 May 2025
Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems
Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems
Jeffrey Wen
Rizwan Ahmad
Philip Schniter
321
2
0
14 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review
Abdullah
Wei Chen
Ickjai Lee
Euijoon Ahn
MedIm
508
4
0
09 May 2025
Score-based Self-supervised MRI Denoising
Score-based Self-supervised MRI DenoisingInternational Conference on Learning Representations (ICLR), 2025
Jiachen Tu
Yaokun Shi
Fan Lam
DiffM
319
6
0
08 May 2025
Active Sampling for MRI-based Sequential Decision Making
Active Sampling for MRI-based Sequential Decision Making
Yuning Du
Jingshuai Liu
R. Dharmakumar
Sotirios A. Tsaftaris
305
0
0
07 May 2025
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
Uncertainty Quantification for Machine Learning in Healthcare: A SurveyACM Conference on Health, Inference, and Learning (CHIL), 2025
L. J. L. Lopez
Shaza Elsharief
Dhiyaa Al Jorf
Firas Darwish
Congbo Ma
Farah E. Shamout
1.2K
12
0
04 May 2025
SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging Diagnoses
SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging Diagnoses
Sahil Sethi
Sai Reddy
Mansi Sakarvadia
Jordan Serotte
Darlington Nwaudo
Nicholas Maassen
Lewis Shi
293
0
0
29 Apr 2025
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement
Jiahao Huang
Fanwen Wang
Pedro F. Ferreira
Haiqi Zhang
Yinzhe Wu
...
R. Rajakulasingam
Ranil De Silva
D. Pennell
Guang Yang
S. Nielles-Vallespin
DiffMMedIm
315
0
0
25 Apr 2025
Representation Paradigms in AI-based 3D Radiological Image Reconstruction: A Systematic Review
Representation Paradigms in AI-based 3D Radiological Image Reconstruction: A Systematic Review
Yuezhe Yang
Boyu Yang
Yaqian Wang
Yang He
Xingbo Dong
Zhe Jin
Zhe Jin
Xingbo Dong
Jinman Kim
MedIm
339
0
0
15 Apr 2025
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging
Canberk Ekmekci
Müjdat Çetin
UQCVMedIm
429
5
0
10 Apr 2025
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