Adverse Events in Twitter-Development of a Benchmark Reference Dataset: Results from IMI WEB-RADR.

Juergen DietrichLucie M GattepailleBritta Anne GrumLetitia JiriMagnus LerchDaniele SartoriAntoni Wisniewski

Published in: Drug safety (2021)

A manually curated benchmark reference dataset based on Twitter data has been created and is made available to the research community to evaluate the performance of automated methods and systems for adverse event recognition in unstructured free-text information.

Keyphrases

social media
health information
healthcare
machine learning
mental health
electronic health record
deep learning
high throughput
smoking cessation
big data
emergency department