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Informative presence bias in analyses of electronic health records-derived data: a cautionary note.

Joanna HartonNandita MitraRebecca A Hubbard
Published in: Journal of the American Medical Informatics Association : JAMIA (2022)
Depending on the context, the estimated effect from analyses using data from all visits available may diverge from the true effect. Sensitivity analyses using only visits likely to be informative or noninformative based on visit type may aid in the assessment of the magnitude of potential bias.
Keyphrases
  • electronic health record
  • clinical decision support
  • adverse drug
  • risk assessment
  • artificial intelligence
  • deep learning