Interpretable machine learning for identifying overweight and obesity risk factors of older adults in China.

Journal: Geriatric nursing (New York, N.Y.)
PMID:

Abstract

OBJECTIVE: To estimate the importance of risk factors on overweight/obesity among older adults by comparing different predictive model.

Authors

  • Bozhezi Peng
    School of Ocean & Civil Engineering, Shanghai Jiao Tong University, Shanghai, China.
  • Jiani Wu
    School of Ocean & Civil Engineering, Shanghai Jiao Tong University, Shanghai, China.
  • Xiaofei Liu
    Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, No. 38 Xueyuan Road, Haidian District, 100191 Beijing, China.
  • Pei Yin
    School of Ocean & Civil Engineering, Shanghai Jiao Tong University, Shanghai, China.
  • Tao Wang
    Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Chaoyang Li
    Department of Biochemistry and Molecular Biology, Shandong University School of Medicine Jinan, P. R. China.
  • Shengqiang Yuan
    Shanghai Municipal Engineering Design Institute (Group) Co., Ltd., Shanghai, China.
  • Yi Zhang
    Department of Thyroid Surgery, China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China.