Communications Medicine (Jul 2022)

Using deep learning-based natural language processing to identify reasons for statin nonuse in patients with atherosclerotic cardiovascular disease

  • Ashish Sarraju,
  • Jean Coquet,
  • Alban Zammit,
  • Antonia Chan,
  • Summer Ngo,
  • Tina Hernandez-Boussard,
  • Fatima Rodriguez

DOI
https://doi.org/10.1038/s43856-022-00157-w
Journal volume & issue
Vol. 2, no. 1
pp. 1 – 9

Abstract

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Sarraju, Coquet et al. utilise a natural language processing approach to identify reasons for statin nonuse in the health records of patients with atherosclerotic cardiovascular disease (ASCVD). Their approach identifies patient-level and clinician-level reasons for statin nonuse, with differences by ASCVD type and patient race/ethnicity.