Identification of Dementia & Mild Cognitive Impairment in Chinese Elderly Using Machine Learning.

Journal: American journal of Alzheimer's disease and other dementias
PMID:

Abstract

OBJECTIVE: To assess the role of Machine Learning (ML) in identification critical factors of dementia and mild cognitive impairment.

Authors

  • Tong-Tong Ying
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.
  • Li-Ying Zhuang
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.
  • Shan-Hu Xu
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.
  • Shu-Feng Zhang
    Second Department of Geriatrics, Weifang People's Hospital, Weifang, China.
  • Li-Jun Huang
    The Changshu Affiliated Hospital of Soochow University, Suzhou, 215500, Jiangsu, China.
  • Wei-Wei Gao
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.
  • Lu Liu
    College of Pharmacy, Harbin Medical University, Harbin, China.
  • Qi-Lun Lai
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.
  • Yue Lou
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.
  • Xiao-Li Liu
    Department of Neurology, Zhejiang Hospital, Hangzhou, China.