Development and Validation of a Machine Learning Model for Detection and Classification of Vertigo.

Journal: The Laryngoscope
PMID:

Abstract

PURPOSE: This study aims to investigate whether artificial intelligence can improve the diagnostic accuracy of vertigo related diseases.

Authors

  • Xiaowu Tang
    Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
  • Weijie Ye
    School of Mathematics, South China University of Technology, Guangzhou, 510640, China.
  • Yongkang Ou
    Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
  • Hongsheng Ye
    Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
  • Xiran Zhu
    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China.
  • Dong Huang
    Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, GuangDong, China.
  • Jinming Liu
    Third Division Department of Cardiology, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, China.
  • Fei Zhao
  • Wenting Deng
    Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
  • Chenlong Li
    School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, 361024, China.
  • Weiwei Cai
    Central South University of Forestry and Technology, Changsha 410004, China.
  • Yiqing Zheng
    Department of Otolaryngology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, China; Institute of Hearing and Speech-Language Science, Sun Yat-sen University, China; Department of Hearing and Speech-Language Science, Xinhua College, Sun Yat-sen University, China. Electronic address: zhengyiq@mail.sysu.edu.cn.
  • Junbo Zeng
    Department of Otolaryngology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, China.
  • Yuexin Cai
    Department of Otolaryngology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, China.