Deep learning radiomics based on MRI for differentiating tongue cancer T - staging.

Journal: BMC cancer
Published Date:

Abstract

OBJECTIVE: To develop a deep learning-based MRI model for predicting tongue cancer T-stage.

Authors

  • Zhaoyi Lu
    Department of Otorhinolaryngology, The First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China.
  • Bowen Zhu
    Key Laboratory of 3D Micro/Nano Fabrication and Characterization of Zhejiang Province, School of Engineering, Westlake University, Hangzhou, China. zhubowen@westlake.edu.cn.
  • Hang Ling
    Department of Head and Neck Surgery, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, China.
  • Xi Chen
    Department of Critical care medicine, Shenzhen Hospital, Southern Medical University, Guangdong, Shenzhen, China.