Login / Signup

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

Christopher M SandinoPeng LaiShreyas S VasanawalaJoseph Y Cheng
Published in: Magnetic resonance in medicine (2020)
DL-ESPIRiT synergistically combines a robust parallel imaging model and deep learning-based priors to produce high-fidelity reconstructions of retrospectively undersampled 2D cardiac cine data acquired with reduced FOV. Although a proof-of-concept is shown, further experiments are necessary to determine the efficacy of DL-ESPIRiT in prospectively undersampled data.
Keyphrases