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Clusters of people with type 2 diabetes in the general population: unsupervised machine learning approach using national surveys in Latin America and the Caribbean.

Rodrigo M Carrillo-LarcoManuel Castillo-CaraCecilia Anza-RamirezAntonio Bernabe-Ortiz
Published in: BMJ open diabetes research & care (2021)
Using unsupervised machine learning algorithms, it was possible to cluster people with T2DM from the general population in LAC; clusters showed unique profiles that could be used to identify the underlying characteristics of the T2DM population in LAC.
Keyphrases
  • machine learning
  • artificial intelligence
  • big data
  • deep learning
  • glycemic control
  • cross sectional
  • type diabetes
  • skeletal muscle
  • metabolic syndrome
  • adipose tissue
  • insulin resistance