Pseudo-CT generation from multi-parametric MRI using a novel multi-channel multi-path conditional generative adversarial network for nasopharyngeal carcinoma patients.

Journal: Medical physics
Published Date: Feb 21, 2020

Abstract

PURPOSE: To develop and evaluate a novel method for pseudo-CT generation from multi-parametric MR images using multi-channel multi-path generative adversarial network (MCMP-GAN).

Authors

  • Xin Tie
    The Hong Kong Polytechnic University, Hong Kong SAR, China.
  • Sai-Kit Lam
    The Hong Kong Polytechnic University, Hong Kong SAR, China.
  • Yong Zhang
    Outpatient Department of Hepatitis, The Sixth Affiliated People's Hospital of Dalian Medical University, Dalian, Liaoning, China.
  • Kar-Ho Lee
    Queen Elizabeth Hospital, Hong Kong SAR, China.
  • Kwok-Hung Au
    Queen Elizabeth Hospital, Hong Kong SAR, China.
  • Jing Cai
    Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China.

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