555 citations · 856 across the 4 of their papers we have counts for
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eess.IV2020★ 267 cited
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
Florian Knoll, Tullie Murrell, Anuroop Sriram +8
Purpose: To advance research in the field of machine learning for MR image reconstruction with an open challenge. Methods: We provided participants with a dataset of raw k-space da…
eess.IV2020★ 8 cited
MRI Banding Removal via Adversarial Training
Aaron Defazio, Tullie Murrell, Michael P. Recht
MRI images reconstructed from sub-sampled Cartesian data using deep learning techniques often show a characteristic banding (sometimes described as streaking), which is particularl…