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Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study.

Leanne KosowanAlexander SignerFarhana ZulkernineHasan ZafariMarcello NescaDhasni Muthumuni
Published in: JMIR medical informatics (2022)
Inclusion of free-text encounter notes during medical record review did not lead to improved capture of PTSD cases, nor did it lead to significant changes in case definition agreement. Within this pan-Canadian database, jurisdictional differences in diagnostic codes and EMR structure suggested the need to supplement diagnostic codes with natural language processing to capture PTSD. When unavailable, short diagnostic text can supplement free-text data for reference set creation and case validation. Application of the PTSD case definition can inform PTSD prevalence and characteristics.
Keyphrases
  • posttraumatic stress disorder
  • social support
  • smoking cessation
  • electronic health record
  • healthcare
  • depressive symptoms
  • risk factors
  • big data
  • emergency department
  • machine learning
  • data analysis