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Semiautomated surveillance of deep surgical site infections after colorectal surgeries: A multicenter external validation of two surveillance algorithms.

Janneke Doortje Maria VerberkTjallie I I van der KooiDavid J HetemNicolette E W M OostdamMieke NoordergraafSabine C de GreeffMarc J M BontenMaaike S M van Mourik
Published in: Infection control and hospital epidemiology (2022)
In this independent external validation, both surveillance models performed well. The classification model is preferred above the regression model because of source-data availability and less complex data-management requirements. The next step is implementation in infection prevention practices and workflow processes.
Keyphrases
  • public health
  • electronic health record
  • machine learning
  • primary care
  • healthcare
  • deep learning
  • big data
  • cross sectional
  • clinical trial
  • data analysis
  • artificial intelligence