Diagnostic interchangeability of deep-learning based Synth-STIR images generated from T1 and T2 weighted spine images.

Journal: European radiology
Published Date:

Abstract

OBJECTIVES: To evaluate image quality and diagnostic interchangeability of synth short-tau inversion recovery (STIR) generated by deep learning in comparison with standard STIR.

Authors

  • Jie Li
    Guangdong-Hong Kong-Macao Greater Bay Area Artificial Intelligence Application Technology Research Institute, Shenzhen Polytechnic University, Shenzhen, China.
  • Meiling Xu
    Department of Radiology, Second Affiliated Hospital of Naval Medical University, No. 415 Fengyang Road, Shanghai 200003, PR China (J.L., Y.X., T.Z., X.L., L.G., S.J., M.X., X.W., G.D., D.Z., R.C., L.F., S.L.). Electronic address: jyxumeiling@126.com.
  • Baiyang Jiang
    Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China.
  • Qian Dong
    Celgene Corporation, Summit, NJ, USA.
  • Yi Xia
    School of Electrical Engineering and Automation, Anhui University, 111 JiuLong Road, Hefei, 230601, Anhui, People's Republic of China.
  • Taohu Zhou
    Department of Radiology, Second Affiliated Hospital of Naval Medical University, No. 415 Fengyang Road, Shanghai 200003, PR China (J.L., Y.X., T.Z., X.L., L.G., S.J., M.X., X.W., G.D., D.Z., R.C., L.F., S.L.). Electronic address: shzhouth@163.com.
  • Xiaoqing Lin
    Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
  • Yanqing Ma
    Department of Radiology, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China. 704180026@qq.com.
  • Song Jiang
    Department of Intensive Care Unit, Shenzhen Hospital, Southern Medical University, Shenzhen, China.
  • Zhihao Zhang
    Department of Radiology, Affiliated Hospital of Youjiang Medical University for Nationalities, 533000, Baise, China (Q.W., C.H., J.Z., Z.Z., X.Z.); School of Laboratory Medicine, Youjiang Medical University for Nationalities, 533000, Baise, China (Q.W., J.Z., Z.Z.).
  • Lei Xiang
    Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University, China.
  • Li Fan
    Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China.
  • Shiyuan Liu
    Department of Radiology, Changzheng Hospital of the Navy Medical University, Shanghai, China. Electronic address: liushiyuan@smmu.edu.cn.

Keywords

No keywords available for this article.