Static demonstration page for inverse pharmacovigilance signal analysis on FDA FAERS data.
This version is intentionally lightweight for website deployment. Cloud data integration
(R2/API) can be attached in a later phase.
Analysis Scope
Multi-year
Aggregated pharmacovigilance signal profiles across drug-event pairs.
Core Method
EBGM Bayesian
Empirical Bayes geometric mean used for inverse signal detection.
Current Mode
Static Demo
No large raw dataset embedded in Netlify deployment.
What This Demonstrates
Inverse adverse-event signal logic for repurposing hypothesis generation.
Risk signal ranking flow and candidate triage presentation style.
How FAERS insights integrate into the StromaPath product stack.
Planned Next Step
Attach external cloud object storage for large FAERS partitions.
Expose filtered query endpoints for fast front-end pagination.
Enable authenticated data access for partner review workflow.