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ricu: R's interface to intensive care data.

Nicolas BennettDrago PlečkoIda-Fong UkorNicolai MeinshausenPeter Bühlmann
Published in: GigaScience (2023)
The ricu R-package (available on GitHub and CRAN) is the first tool that enables users to analyze publicly available ICU datasets simultaneously (datasets are available upon request from respective owners). Such an interface saves researchers time when analyzing ICU data and helps reproducibility. We hope that ricu can become a community-wide effort, so that data harmonization is not repeated by each research group separately. One current limitation is that concepts were added on a case-to-case basis, and therefore the resulting dictionary of concepts is not comprehensive. Further work is needed to make the dictionary comprehensive.
Keyphrases
  • electronic health record
  • intensive care unit
  • big data
  • healthcare
  • mental health
  • mechanical ventilation
  • data analysis