Signal Detection

A Comparative Study of Data Mining Algorithms used for Signal Detection in FDA AERS Database

DSA ADS Course - 2021

Algorithm, Adverse Event Reporting System, FAERS, Data Mining, Signal Detection, Bayes Geometric Mean, FDA AERS Database, Disproportionality Analysis, Pharmacovigilance

A Comparative Study of Data Mining Algorithms used for Signal Detection in FDA AERS Database

Commonality of Drug-associated Adverse Events Detected by 4 Commonly Used Data Mining Algorithms

DSA ADS Course - 2021

Algorithm, Adverse Event Reporting System, FAERS, Data Mining, Signal Detection, Bayes Geometric Mean

Commonality of Drug-associated Adverse Events Detected by 4 Commonly Used Data Mining Algorithms

Objectives: Data mining algorithms have been developed for the quantitative detection of drug-associated adverse events (signals) from a large database on spontaneously reported adverse events. In the present study, the commonality of signals detected by 4 commonly used data mining algorithms was examined.