Mining reported adverse events induced by potential opioid-drug interactions.

Jinzhao ChenGaoyu WuAndrew MichelsonZachary VesoulisJennifer BognerJohn D CorriganPhilip Richard Orrin Payne Fuhai Li

Published in: JAMIA open (2020)

The proposed data analysis and visualization are useful for mining FAERS data to identify novel polypharmacy associated AEs, as shown for ODIs. This approach was successful in recapitulating known drug interactions and also identified new opioid-specific AEs that could impact prescribing practices.

Keyphrases

data analysis
chronic pain
primary care
pain management
healthcare
adverse drug
electronic health record
big data
deep learning