An application of the Causal Roadmap in two safety monitoring case studies: Causal inference and outcome prediction using electronic health record data.

Brian D WilliamsonRichard WyssElizabeth A StuartLauren Eyler DangAndrew N MertensRomain S NeugebauerAndrew WilsonSusan Gruber

Published in: Journal of clinical and translational science (2023)

These examples provide a structured framework for implementing the Causal Roadmap in safety surveillance and guide transparent, reproducible, and objective analysis.

Keyphrases

electronic health record
clinical decision support
adverse drug
public health
quality improvement
artificial intelligence