Robust EMI elimination for RF shielding-free MRI through deep learning direct MR signal prediction.

Journal: Magnetic resonance in medicine
PMID:

Abstract

PURPOSE: To develop a new electromagnetic interference (EMI) elimination strategy for RF shielding-free MRI via active EMI sensing and deep learning direct MR signal prediction (Deep-DSP).

Authors

  • Yujiao Zhao
    Department of Rheumatology, Yale University, New Haven, CT, USA.
  • Linfang Xiao
    Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong, Hong Kong, China.
  • Jiahao Hu
    Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong, Hong Kong, China.
  • Ed X Wu
    Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong, Hong Kong SAR, China.