Single NMR image super-resolution based on extreme learning machine.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
Published Date: Sep 9, 2016

Abstract

INTRODUCTION: The performance limitation of MRI equipment and higher resolution demand of NMR images from radiologists have formed a strong contrast. Therefore, it is important to study the super resolution algorithm suitable for NMR images, using low costs software to replace the expensive equipment-updating.

Authors

  • Zhiqiong Wang
    Sino-Dutch Biomedical & Information Engineering School, Northeastern University, China.
  • Junchang Xin
    School of Computer Science & Engineering, Northeastern University, China. Electronic address: xinjunchang@cse.neu.edu.cn.
  • Zhongyang Wang
    Sino-Dutch Biomedical & Information Engineering School, Northeastern University, China.
  • Shuo Tian
    Sino-Dutch Biomedical & Information Engineering School, Northeastern University, China.
  • Xuejun Qiu
    Beijing Daheng Medical Equipment Co., Ltd., Chinese Academy of Sciences, China.

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