Machine learning algorithms to predict stroke in China based on causal inference of time series analysis.

Journal: BMC neurology
Published Date:

Abstract

IMPORTANCE: Identifying and managing high-risk populations for stroke in a targeted manner is a key area of preventive healthcare.

Authors

  • Qizhi Zheng
    College of Computer and Control Engineering, Northeast Forestry University, No.26, Hexing Road, Xiangfang District, Harbin, 150040, China.
  • Ayang Zhao
    School of Medicine and Health, Key Laboratory of Micro-systems and Micro-structures Manufacturing (Ministry of Education), Harbin Institute of Technology, Harbin, 150001, China.
  • Xinzhu Wang
    College of Computer and Control Engineering, Northeast Forestry University, No.26, Hexing Road, Xiangfang District, Harbin, 150040, China.
  • Yanhong Bai
    College of Computer and Control Engineering, Northeast Forestry University, No.26, Hexing Road, Xiangfang District, Harbin, 150040, China.
  • Zikun Wang
    College of Computer and Control Engineering, Northeast Forestry University, No.26, Hexing Road, Xiangfang District, Harbin, 150040, China.
  • Xiuying Wang
    Otolaryngology Department, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
  • Xianzhang Zeng
    Department of Anesthesiology, Chongqing University Cancer Hospital, No.181, Hanyu Road, Shapingba District, Chongqing, 400030, China. qwj0915@163.com.
  • Guanghui Dong
    College of Computer and Control Engineering, Northeast Forestry University, Harbin 150040, China.