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Validation of Cardiovascular End Points Ascertainment Leveraging Multisource Electronic Health Records Harmonized Into a Common Data Model in the ADAPTABLE Randomized Clinical Trial.

Guillaume Marquis-GravelBradley G HammillHillary MulderMatthew T RoeHolly R RobertsonLisa M WruckAmber SharlowDebra F HarrisF Will PohlmanAdrian F HernandezW Schuyler Jones
Published in: Circulation. Cardiovascular quality and outcomes (2021)
As compared with blinded adjudication, clinical end point ascertainment from queries of the National Patient-Centered Clinical Research Network distributed harmonized data was valid to identify hospitalizations for myocardial infarction in ADAPTABLE. The proportion of contradicted events was high for hospitalizations for bleeding and strokes when nonprimary diagnoses were analyzed, but not when only primary diagnoses were considered.
Keyphrases
  • electronic health record
  • clinical decision support
  • adverse drug
  • heart failure
  • quality improvement
  • atrial fibrillation
  • big data
  • randomized controlled trial
  • neural network
  • artificial intelligence