Published October 5, 2024
0 views Journal article

Comparison between statistical and machine learning methods to detect the hematological indices with the greatest influence on elevated serum levels of low-density lipoprotein cholesterol.

Creators

  • 1. International UNESCO center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
  • 2. Medicinal Chemistry Department, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran; Student Research Committee, Mashhad University of Medical Sciences, Mashhad, Iran; Medicinal, Chemistry Department, School of Pharmacy, Mashhad University Medical Sciences, Mashhad, Iran.
  • 3. Department of Nutrition, Food Sciences and Clinical Biochemistry, School of Medicine, Social Determinants of Health Research Center, Gonabad University of Medical Sciences, Gonabad, Iran.
  • 4. Department of Biostatistics, College of health, Isfahan University of Medical Sciences, Isfahan, Iran.
  • 5. Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
  • 6. Department of Clinical Biochemistry, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
  • 7. Department of Applied Mathematics, School of Mathematical Sciences, Ferdowsi University of Mashhad, Mashhad, Iran.
  • 8. School of Public Health, Loma Linda University, Loma Linda, CA, USA.
  • 9. Brighton and Sussex Medical School, Division of Medical Education, Brighton, United Kingdom.
  • 10. Medicinal Chemistry Department, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran; Bioinformatics Research Group, Mashhad University of Medical Sciences, Mashhad, Iran. Electronic address: saberiMR@mums.ac.ir.
  • 11. Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran; Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran. Electronic address: esmailyh@mums.ac.ir.
  • 12. International UNESCO center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran. Electronic address: ghayourm@mums.ac.ir.
Enabled by The Lens