Quantifying the Severity of Adverse Drug Reactions Using Social Media: Network Analysis.

Adam Lavertu Tymor Hamamsy Russ B Altman

Published in: Journal of medical Internet research (2021)

Our SAEDR and DRIP scores are well correlated with the real-world outcomes of the entities they represent and have demonstrated utility in pharmacovigilance research. We make the SAEDR scores for 12,198 ADRs and the DRIP scores for 968 drugs publicly available to enable more quantitative analysis of pharmacovigilance data.

Keyphrases

adverse drug
social media
network analysis
electronic health record
drug induced
health information
emergency department
high resolution
healthcare
machine learning
metabolic syndrome
insulin resistance