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Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis.

Titus K SchleyerBill RobinsonSamir ParmarDiane JanowiakP Joseph GibsonVal Spangler
Published in: Online journal of public health informatics (2023)
Analyzing toxicology results at scale was impeded by varying data formats, completeness, and representativeness; changes in data feeds; and patient matching difficulties. In this study, toxicology results did not predict spikes in opioid overdoses. Larger, more rigorous and well-controlled studies are needed to assess the utility of toxicology tests in predicting opioid overdose spikes.
Keyphrases
  • public health
  • chronic pain
  • pain management
  • electronic health record
  • big data
  • case report
  • global health
  • deep learning