Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction.

Journal: Magnetic resonance in medicine
Published Date:

Abstract

PURPOSE: To propose a novel combined parallel imaging and deep learning-based reconstruction framework for robust reconstruction of highly accelerated 2D cardiac cine MRI data.

Authors

  • Christopher M Sandino
    Magnetic Resonance Systems Research Laboratory, Department of Electrical Engineering, Stanford University, Stanford, CA.
  • Peng Lai
    Applied Sciences Laboratory, GE Healthcare, Menlo Park, CA, USA.
  • Shreyas S Vasanawala
  • Joseph Y Cheng