Predicting dyslipidemia in Chinese elderly adults using dietary behaviours and machine learning algorithms.

Journal: Public health
PMID:

Abstract

OBJECTIVES: We aimed to predict dyslipidemia risk in elderly Chinese adults using machine learning and dietary analysis for public health.

Authors

  • Biying Wang
    Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, People's Republic of China.
  • Luotao Lin
    Department of Individual, Family, and Community Education, University of New Mexico, Albuquerque, NM, USA.
  • Wenjun Wang
    College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China.
  • Hualing Song
    School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China. Electronic address: 99shl@163.com.
  • Xianglong Xu
    Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.