Prediction of the 10-year incidence of type 2 diabetes mellitus based on advanced anthropometric indices using machine learning methods in the Iranian population.

Abstract

Authors

• Somayeh Ghiasi Hafezi
  Department of Biostatistics, Faculty of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
• Maryam Saberi-Karimian
  Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran; International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Medical Genetics and Molecular Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
• Morteza Ghasemi
  Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran; Student Research Committee, Mashhad University of Medical Sciences, Mashhad, Iran.
• Mark Ghamsary
  School of public health, Department of Epidemiology and Biostatistics, Loma Linda University, Loma Linda, USA.
• Mohsen Moohebati
  Cardiovascular Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad 917791-8564, Iran.
• Habibollah Esmaily
  Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad 917791-8564, Iran.
• Saba Maleki
  Student Research Committee, Mashhad University of Medical Sciences, Mashhad, Iran.
• Gordon A Ferns
  Brighton & Sussex Medical School, Division of Medical Education, Falmer, Brighton, Sussex BN1 9PH, UK.
• Maryam Alinezhad-Namaghi
  Transplant research center, Clinical research institute, Mashhad University of Medical Sciences, Mashhad, Iran. Electronic address: Alinezhadnm@mums.ac.ir.
• Majid Ghayour-Mobarhan
  International UNESCO Center for Health Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran.

Keywords

External Resources