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Data-driven classification of health status of older adults with diabetes: The diabetes and aging study.

Elbert S HuangJennifer Y LiuKasia J LipskaRichard W GrantNeda LaiteerapongHoward H MoffetL Philip SchummAndrew J Karter
Published in: Journal of the American Geriatrics Society (2023)
Three health status classes of older adults with diabetes were identified based on prevalent comorbidities and were associated with marked differences in risk of complications. These health status classes can inform population health management and guide the individualization of diabetes care.
Keyphrases
  • type diabetes
  • cardiovascular disease
  • glycemic control
  • physical activity
  • machine learning
  • deep learning
  • adipose tissue
  • skeletal muscle
  • insulin resistance
  • metabolic syndrome