Quantification of spatially localized MRS by a novel deep learning approach without spectral fitting.

Journal: Magnetic resonance in medicine
Published Date:

Abstract

PURPOSE: To propose a novel end-to-end deep learning model to quantify absolute metabolite concentrations from in vivo J-point resolved spectroscopy (JPRESS) without using spectral fitting.

Authors

  • Yan Zhang
    Affiliated Hospital of Liaoning University of Traditional Chinese Medicine, Shenyang, 110032, China.
  • Jun Shen
    Department of Radiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, Guangdong, China. shenjun@mail.sysu.edu.cn.