Matthew J. Muckley

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Jure Žbontar, Florian Knöll, Anuroop Sriram et al. · arXiv (Cornell University) · 2018 · 574 citations · Full text

Medicine, Computer Science, Radiology +10

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning

Florian Knöll, Jure Žbontar, Anuroop Sriram et al. · Radiology Artificial Intelligence · 2020 · 401 citations

Medicine, Computer Science, Radiology +14

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh et al. · IEEE Transactions on Medical Imaging · 2021 · 299 citations · Full text

Medicine, Radiology, Biomedical Imaging +13

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

Florian Knöll, Tullie Murrell, Anuroop Sriram et al. · Magnetic Resonance in Medicine · 2020 · 261 citations · Full text

Medicine, Computer Science, Radiology +13

Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study

Michael P. Recht, Jure Žbontar, Daniel K. Sodickson et al. · American Journal of Roentgenology · 2020 · 167 citations · Full text

Medicine, Orthopedic Surgery, Radiology +17