Rank Aggregated Signal Detection for VAERS Data

This site presents our analysis results for the PrecisionFDA “Gaining New Insights by Detecting Adverse Event Anomalies Using FDA Open Data” challenge.

Nan Xiao https://nanx.me/ (Seven Bridges)https://www.sevenbridges.com/ , Soner Koc https://github.com/skoc (Seven Bridges)https://www.sevenbridges.com/ , Kaushik Ghose https://kaushikghose.wordpress.com/ (Seven Bridges)https://www.sevenbridges.com/

Method

Here is a summary of our method.

Pipeline

  1. Prepare VAERS data for safety signal detection

  2. Base signal detectors and rankers

  3. Rank aggregation for ensembled safety signal detection

Corrections

If you see mistakes or want to suggest changes, please create an issue on the source repository.

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