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Effective and Practical Complete Blood Count Delta Check Method and Criteria for the Quality Control of Automated Hematology Analyzers.

Min Sun KimChan Jeoung ParkSeung NamgoongSeung-Il KimYoung-Uk ChoSeongsoo Jang
Published in: Annals of laboratory medicine (2023)
We developed an effective, practical delta check method, including RRs and delta check time intervals, and delta check criteria for nine CBC items. The criteria differ between outpatients and inpatients. Using the new workflow algorithm, we can identify the causes of criterion exceedance and report correct test results.
Keyphrases
  • quality control
  • deep learning
  • machine learning
  • electronic health record
  • peripheral blood
  • neural network