Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition

Zhang, Zizhao; Romero, Adriana; J. Muckley, Matthew; Vincent, Pascal; Yang, Lin; Drozdzal, Michal

doi:10.1109/cvpr.2019.00215

Public

Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition

Published • Jun 1, 2019

Authors:

Zizhao Zhang

Adriana Romero

Matthew J. Muckley

Abstract

The goal of MRI reconstruction is to restore a high fidelity image from partially observed measurements. This partial view naturally induces reconstruction uncertainty that can only be reduced by acquiring additional measurements. In this paper, we present a novel method for MRI reconstruction that,...

Subject

Computer science

Iterative reconstruction

Artificial intelligence

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