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Estimation of Reference Intervals from Routine Data Using the refineR Algorithm-A Practical Guide.

Tatjana AmmerAndré SchützenmeisterChristopher M RankKelly Doyle
Published in: The journal of applied laboratory medicine (2023)
We applied the refineR algorithm to a variety of real-world data sets resulting in reference intervals similar to intervals previously established by direct methods. We further provide practical guidance and a code example on how to apply an indirect method in a real-world scenario facilitating their access and thus their use in laboratory settings.
Keyphrases
  • machine learning
  • electronic health record
  • deep learning
  • big data
  • clinical practice
  • artificial intelligence
  • data analysis