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Using Electronic Medical Record to Identify Patients With Dyslipidemia in Primary Care Settings: International Classification of Disease Code Matters From One Region to a National Database.

Justin OakeErfan Aref-EshghiMarshall GodwinKayla CollinsKris Aubrey-BasslerPauline DukeMasoud MahdavianShabnam Asghari
Published in: Biomedical informatics insights (2017)
The use of ICD coding, either alone or in combination with laboratory data or lipid-lowering medication records, was not an accurate indicator in identifying dyslipidemia.
Keyphrases
  • primary care
  • adverse drug
  • electronic health record
  • machine learning
  • deep learning
  • big data
  • healthcare
  • high resolution
  • fatty acid
  • general practice
  • artificial intelligence
  • data analysis