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Analysis of antibiotic use patterns in Danish hospitals 2015-2021 using an adapted version of the who aware classification.

Jacob AnhøjJonas Bredtoft BoelBirthe Riis OlesenHelle Boelsmand BakAnne-Marie Blok HellesøeKim ThomsenJenny Dahl Knudsen
Published in: BMJ open quality (2022)
With minor modifications, we adapted the AWaRe classification to cover most antibiotics used in Danish hospitals and to reflect Danish treatment guidelines. The abxaware package is a useful tool to aggregate and plot antibiotic usage data according to the AWaRe classification and to test for non-random variation in the percentage use of Access antibiotics.
Keyphrases
  • deep learning
  • machine learning
  • healthcare
  • big data
  • artificial intelligence
  • psychometric properties