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Variation in approaches to antimicrobial use surveillance in high-income secondary care settings: a systematic review.

Selina PatelArnoupe JhassAnn SleeSusan HopkinsLaura J Shallcross
Published in: The Journal of antimicrobial chemotherapy (2021)
Even in regions with access to electronic datasets, hospitals rely on manual data extraction for this work. Data extraction is undertaken by healthcare professionals, who may have conflicting priorities. Reducing barriers to engagement in AMU surveillance requires investment in methods, resources and training so that hospitals can extract and analyse data already contained within electronic patient records.
Keyphrases
  • healthcare
  • electronic health record
  • public health
  • big data
  • staphylococcus aureus
  • palliative care
  • physical activity
  • oxidative stress
  • machine learning
  • quality improvement
  • artificial intelligence