Using machine learning models to identify severe subjective cognitive decline and related factors in nurses during the menopause transition: a pilot study.

Journal: Menopause (New York, N.Y.)
PMID:

Abstract

OBJECTIVE: This study aims to develop and validate a machine learning model for identifying individuals within the nursing population experiencing severe subjective cognitive decline (SCD) during the menopause transition, along with their associated factors.

Authors

  • Xiangyu Zhao
    Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China.
  • Xiaona Shen
    From the School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong, China.
  • Fengcai Jia
    Sleep Medicine Department 1, Shandong Mental Health Center, Jinan, Shandong, China.
  • Xudong He
    From the School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong, China.
  • Di Zhao
  • Ping Li
    Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China.