Nature Communications (Nov 2022)

Causal deep learning reveals the comparative effectiveness of antihyperglycemic treatments in poorly controlled diabetes

  • Chinmay Belthangady,
  • Stefanos Giampanis,
  • Ivana Jankovic,
  • Will Stedden,
  • Paula Alves,
  • Stephanie Chong,
  • Charlotte Knott,
  • Beau Norgeot

DOI
https://doi.org/10.1038/s41467-022-33732-9
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 10

Abstract

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Current treatment guidelines for Type-2 diabetes endorse a massive number of potential anti-hyper-glycemic treatment options in various permutations and combinations. Here, the authors present a causal deep learning approach for more personalized recommendations of treatment selection.