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Using prescription claims to detect aberrant behaviors with opioids: comparison and validation of 5 algorithms.

Kathryn RoughKrista F HuybrechtsSonia Hernandez-DiazRishi J DesaiElisabetta PatornoBrian T Bateman
Published in: Pharmacoepidemiology and drug safety (2018)
In 2 large databases, algorithms applied to prescription data had varying accuracy in identifying increased risk of adverse opioid-related events.
Keyphrases
  • machine learning
  • chronic pain
  • big data
  • pain management
  • deep learning
  • artificial intelligence
  • health insurance
  • electronic health record
  • emergency department