Deep learning-based target metabolite isolation and big data-driven measurement uncertainty estimation in proton magnetic resonance spectroscopy of the brain.

Journal: Magnetic resonance in medicine
Published Date:

Abstract

PURPOSE: The aim of this study was to develop a method for metabolite quantification with simultaneous measurement uncertainty estimation in deep learning-based proton magnetic resonance spectroscopy ( H-MRS).

Authors

  • Hyeong Hun Lee
    Department of Biomedical Sciences, Seoul National University, Seoul, Korea.
  • Hyeonjin Kim
    Department of Biomedical Sciences, Seoul National University, Seoul, Korea.