Predicting inpatient pharmacy order interventions using provider action data.

Martina BalestraJi ChenEduardo IturrateYindalon AphinyanaphongsOded Nov

Published in: JAMIA open (2021)

Providers' actions can serve as useful predictors in identifying medication orders that require pharmacy intervention. Careful model tuning for the clinical context in which the model is deployed can help to create an effective tool for improving health outcomes without using sensitive patient data.

Keyphrases

electronic health record
randomized controlled trial
big data
primary care
physical activity
healthcare
case report
palliative care
mental health
emergency department
data analysis
artificial intelligence