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A simple real-time model for predicting acute kidney injury in hospitalized patients in the US: A descriptive modeling study.

Michael SimonovUgochukwu UgwuowoErica MoreiraYu YamamotoAditya BiswasMelissa MartinJeffrey TestaniFrancis Perry Wilson
Published in: PLoS medicine (2019)
In this study, we observed that a simple model using readily available laboratory data could be developed to predict imminent AKI with good discrimination. This model may lend itself well to integration into the EHR without sacrificing the performance seen in more complex models.
Keyphrases
  • electronic health record
  • acute kidney injury
  • data analysis