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Event Analysis for Automated Estimation of Absent and Persistent Medication Alerts: Novel Methodology.

Janina A BittmannCamilo ScherklAndreas Daniel MeidWalter Emil HaefeliHanna Marita Seidling
Published in: JMIR medical informatics (2024)
This new approach to estimate alert acceptance based on event analysis can be flexibly adapted to the automated evaluation of passive, noninterruptive alerts. This enables large data sets of longitudinal patient cases to be processed, allows for the derivation of the ratios of persistent and absent alerts, and facilitates the comparison and prospective monitoring of these alerts.
Keyphrases
  • machine learning
  • deep learning
  • high throughput
  • emergency department
  • case report
  • electronic health record
  • drug induced