Fast and accurate calculation of myocardial T and T values using deep learning Bloch equation simulations (DeepBLESS).

Journal: Magnetic resonance in medicine
Published Date: May 16, 2020

Abstract

PURPOSE: To propose and evaluate a deep learning model for rapid and accurate calculation of myocardial T /T values based on a previously proposed Bloch equation simulation with slice profile correction (BLESSPC) method.

Authors

  • Jiaxin Shao
    Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles, California, USA.
  • Vahid Ghodrati
    Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
  • Kim-Lien Nguyen
    Department of Medicine, Division of Cardiology, David Geffen School of Medicine, University of California, Los Angeles, California, USA.
  • Peng Hu
    The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

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