Accelerated two‐dimensional phase‐contrast for cardiovascular MRI using deep learning‐based reconstruction with complex difference estimation
Magnetic Resonance in Medicine2022Vol. 89(1), pp. 356–369
Citations Over TimeTop 10% of 2022 papers
Julio Oscanoa, Matthew J. Middione, Ali Syed, Christopher M. Sandino, Shreyas Vasanawala, Daniel B. Ennis
Abstract
In a retrospective evaluation, CD-DL produced quantitative measurements of 2D PC-MRI peak velocity and total flow with ≤ 5 % $$ \le 5\% $$ error in both accuracy and precision for up to 9 × $$ \times $$ acceleration. Clinical feasibility was demonstrated using a prospective clinical deployment of our 8 × $$ \times $$ undersampled acquisition and CD-DL reconstruction in a cohort of pediatric patients.
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