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Improvements and limitations in developing multivariate models of hemorrhage and transfusion risk for the obstetric population.

Michelle A PresslyRobert S ParkerJonathan H WatersStacy L BeckArundhathi JeyabalanGilles Clermont
Published in: Transfusion (2020)
Our models improve on existing risk assessment; however, further enhancement might require the inclusion of more granular, dynamic data. With the goal of increasing translatability, this work was distilled to an online open-source repository, including a form allowing risk factor inputs and outputs of CMQCC risk, alongside our numerical risk estimation and stratification of hemorrhage and transfusion.
Keyphrases
  • risk assessment
  • cardiac surgery
  • risk factors
  • pregnant women
  • electronic health record
  • human health
  • data analysis