Yang et al. [2012b] developed an algorithm to extract ADEs from letters to the editor.
First, letters are retrieved using a PubMed search specifying “adverse effects” as the
MeSH term, restricted to the ones published in the Lancet and the New England Journal of Medicine and excluding the ones labeled as “comment.” A binary classifier is used to determine if a letter to the editor contains an ADE or not.