A method for data-driven exploration to pinpoint key features in medical data and facilitate expert review.

Kristina JuhlinKristina StarG Niklas Norén

Published in: Pharmacoepidemiology and drug safety (2017)

vigiPoint effectively identified key features of medication error reports in VigiBase. More generally, it reduces lead times for analysis and ensures reproducibility and transparency. An important next step is to evaluate its use in other data.

Keyphrases

electronic health record
healthcare
big data
adverse drug
data analysis
clinical practice
machine learning