Learning from the machine: is diabetes in adults predicted by lifestyle variables? A retrospective predictive modelling study of NHANES 2007-2018.

Journal: BMJ open
PMID:

Abstract

OBJECTIVES: This study aimed to compare the performance of five machine learning algorithms to predict diabetes mellitus based on lifestyle factors (diet and physical activity).

Authors

  • Efrain Riveros Perez
    Augusta University Medical College of Georgia, Augusta, Georgia, USA efrainriveros@gmail.com.
  • Bibiana Avella-Molano
    Augusta University Medical College of Georgia, Augusta, Georgia, USA.