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A tale of three subspecialties: Diagnosis recording patterns are internally consistent but Specialty-Dependent.

Jose-Franck Diaz-GarelliRoy StrowdTamjeed AhmedBrian J WellsRebecca MerrillJavier LauriniBoris PascheUmit Topaloglu
Published in: JAMIA open (2019)
Our results suggest that disease-specific DX entry patterns exist and are established differently by clinical subspecialty. These differences should be accounted for during clinical data reuse and data quality assessments but also during EHR entry system design to maximize accurate, precise and consistent data entry likelihood.
Keyphrases
  • electronic health record
  • big data
  • data analysis
  • high resolution
  • quality improvement
  • artificial intelligence