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Accuracy of clinical coding of pleural empyema: A validation study.

Fergus HamiltonDavid T Arnold
Published in: Journal of evaluation in clinical practice (2019)
In the centres studied, empyema coding was generally good (>85% accuracy), although some cases were miscoded. Using codes for elective admissions helped to differentiate post-operative from community acquired empyema. It is likely empyema is under rather than over-recorded in HES data.
Keyphrases
  • healthcare
  • patients undergoing
  • mental health
  • electronic health record
  • big data
  • machine learning
  • deep learning