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Computable phenotype for diagnostic error: developing the data schema for application of symptom-disease pair analysis of diagnostic error (SPADE).

Ahmed HassoonCharles NgHarold LehmannHetal RupaniSusan PetersonMichael A HorbergAva L LibermanAdam L SharpMichelle C JohansenKathy McDonaldJ Mathrew AustinDavid E Newman-Toker
Published in: Diagnosis (Berlin, Germany) (2024)
Data for the SPADE base measure is readily available in EHR and administrative claims. The method of data extraction is potentially universally applicable, and the data extracted is conveniently available within a network system. Further study is needed to validate the computable phenotype across different settings with different data infrastructures.
Keyphrases
  • electronic health record
  • big data
  • machine learning
  • deep learning