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Cross-validation of an algorithm detecting acute gastroenteritis episodes from prescribed drug dispensing data in France: comparison with clinical data reported in a primary care surveillance system, winter seasons 2014/15 to 2016/17.

Ana-Maria VilcuThierry BlanchonLaure SabatteCécile SoutyMilka MaravicThomas HanslikOlivier Steichen
Published in: BMC medical research methodology (2019)
There is a strong agreement between the dynamic of AG activity estimated from drug dispensing data and from validated primary care surveillance data collected during winter months in the overall population but the agreement is poorer in several age groups and in several regions. Once automated, the reuse of drug dispensing data, already collected for reimbursement purposes, could be a cost-efficient method to monitor AG activity at the national level.
Keyphrases
  • primary care
  • electronic health record
  • big data
  • public health
  • drug induced
  • deep learning
  • liver failure
  • emergency department
  • quantum dots
  • intensive care unit
  • data analysis
  • general practice
  • highly efficient