For their evaluations, they purposefully removed four drugs from the official watchlist list,labeling them as negative. Their system was able to identify them as watchlist drugs.
Yang et al. [2012a] studied signal detection from a medical forum calledMedHelp using
data mining approaches that are more popular in SRS or EHR data.