The General Hospital Corporation

Sohyun Han

Lawrence Leroy Wald

Kawin Setsompop

Stephen Farman Cauley

Berkin Bilgic

Systems and methods are provided for improving MRI data acquisition efficiency while providing more detailed information with high resolution and isotropic resolution without gaps. Improved data acquisition efficiency may be achieved by implementing a machine learning algorithm with a hardware processor and a memory to estimate imperfections in fast imaging sequences, such as a multi-shot echo planar imaging (MS-EPI) sequence. These imperfections, such as patient motion, physiological noise, and phase variations, may be difficult to model or otherwise estimate using standard physics-based reconstructions.

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Cambridge, MA, United States of America

Sohyun Han