Advancing machine learning for MR image reconstruction with an open
  competition: Overview of the 2019 fastMRI challenge

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

Magnetic Resonance in Medicine (MRM), 2020

Papers citing "Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge"

50 / 67 papers shown
Title
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology
  Prediction
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology PredictionInternational Conference on Machine Learning (ICML), 2024
Chen-Yu Yen
Raghav Singhal
Umang Sharma
Rajesh Ranganath
S. Chopra
Lerrel Pinto
99
4
0
06 Jun 2024
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse
  Training Data
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training DataInternational Conference on Machine Learning (ICML), 2023
125
7
0
16 Dec 2023
Computationally Efficient 3D MRI Reconstruction with Adaptive MLP
Computationally Efficient 3D MRI Reconstruction with Adaptive MLPInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
98
5
0
21 Jan 2023
Scaling Laws For Deep Learning Based Image Reconstruction
Scaling Laws For Deep Learning Based Image ReconstructionInternational Conference on Learning Representations (ICLR), 2022
183
17
0
27 Sep 2022
A Densely Interconnected Network for Deep Learning Accelerated MRI
A Densely Interconnected Network for Deep Learning Accelerated MRIMagnetic Resonance Materials in Physics, Biology and Medicine (MAGMA), 2022
139
11
0
05 Jul 2022
Invertible Sharpening Network for MRI Reconstruction Enhancement
Invertible Sharpening Network for MRI Reconstruction EnhancementInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
120
5
0
06 Jun 2022
Undersampled MRI Reconstruction with Side Information-Guided
  Normalisation
Undersampled MRI Reconstruction with Side Information-Guided NormalisationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
120
6
0
07 Mar 2022
Gradient-Based Learning of Discrete Structured Measurement Operators for
  Signal Recovery
Gradient-Based Learning of Discrete Structured Measurement Operators for Signal RecoveryIEEE Journal on Selected Areas in Information Theory (JSAIT), 2022
107
1
0
07 Feb 2022
Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical
  Vision Tasks
Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision TasksInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
166
10
0
10 Aug 2021
Universal Undersampled MRI Reconstruction
Universal Undersampled MRI ReconstructionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
101
28
0
09 Mar 2021
Towards Ultrafast MRI via Extreme k-Space Undersampling and
  Superresolution
Towards Ultrafast MRI via Extreme k-Space Undersampling and SuperresolutionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
111
7
0
04 Mar 2021

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