Deep Learning Assisted Diagnosis of Musculoskeletal Tumors Based on Contrast-Enhanced Magnetic Resonance Imaging.

Journal: Journal of magnetic resonance imaging : JMRI
Published Date:

Abstract

BACKGROUND: Misdiagnosis of malignant musculoskeletal tumors may lead to the delay of intervention, resulting in amputation or death.

Authors

  • Keyang Zhao
    Department of Orthopedic Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai, 200233, China.
  • Mingzi Zhang
    Institute of Fluid Science, Tohoku University, 2-1-1, Katahira, Aoba-ku, Sendai, Miyagi, 980-8577, Japan.
  • Zhaozhi Xie
    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200233, China.
  • Xu Yan
    Dept of Electrical and Computer Engineering, University of California, Los Angeles, CA, 90024, United States.
  • Shenghui Wu
    Department of Population Health Sciences, UT Health San Antonio, San Antonio, Texas, USA.
  • Peng Liao
    Key Laboratory of Agro-ecological Processes in Subtropical Region , Institute of Subtropical Agriculture , Chinese Academy of Sciences , 644# Yuandaer Road , Changsha 410125 , Hunan Province , China . Email: liaopeng@isa.ac.cn ; ; Tel: +86-731-8461-9703.
  • Hongtao Lu
    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200233, China.
  • Wei Shen
    Department of General Surgery, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi, China.
  • Chicheng Fu
    Shanghai Aitrox Technology Corporation Limited, Shanghai, China.
  • Haoyang Cui
    Shanghai Aitrox Technology Corporation Limited, Shanghai, China.
  • Qu Fang
    Shanghai Aitrox Technology Corporation Limited, Shanghai, 200032, P.R. of China.
  • Jiong Mei
    Department of Orthopedic Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai, 200233, China.