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Application of a data continuity prediction algorithm to an electronic health record-based pharmacoepidemiology study.

James H FloryYongkang ZhangSamprit BanerjeeFei WangJea Y MinAlvin I Mushlin
Published in: Journal of evaluation in clinical practice (2024)
We found that a simple, portable algorithm to predict data continuity gave comparable performance to more complex methods. Use of the algorithm significantly impacted the results of an empirical study, with evidence of more valid results at higher levels of data continuity.
Keyphrases
  • electronic health record
  • machine learning
  • deep learning
  • big data
  • clinical decision support
  • artificial intelligence
  • neural network