Software and downloads

We are constantly releasing data and software with our publications. The following is a list of recent publications and associated resources.

Our page on bitbucket:

Publication Resources

Sarker A, Gonzalez G. A corpus for mining drug-related knowledge from Twitter chatter: Language models and their utilities, Data in Brief Journal.

Sarker A, O’Connor K, Ginn R, Scotch M, Smith K, Malone D, Gonzalez G.; Social media mining for toxicovigilance: automatic monitoring of prescription medication abuse from Twitter, Drug Safety, 2016 Mar;39(3):231-40. doi: 10.1007/s40264-015-0379-4.
Nikfarjam A, Sarker A, O’Connor K, Ginn R, Gonzalez G.; Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features, Journal of the American Medical Informatics Association, 2015 Mar 9. pii: ocu041. doi: 10.1093/jamia/ocu041.
Sarker A, Nikfarjam A, O’Connor K, Ginn R, Upadhaya T, Jayaraman S, Smith K, Gonzalez G; Utilizing social media data for pharmacovigilance: A review, Journal of Biomedical Informatics 2015 Feb 23. pii: S1532-0464(15)00036-2. doi: 10.1016/j.jbi.2015.02.004.
Sarker A, Gonzalez G; Portable Automatic Text Classification for Adverse Drug Reaction Detection via Multi-corpus Training, Journal of Biomedical Informatics, 2015 Feb;53:196-207. doi: 10.1016/j.jbi.2014.11.002. Epub 2014 Nov 8.
Pimpalkhute P, Patki A, Nikfarjam A, Gonzalez G; Phonetic spelling filter for keyword selection in drug mention mining from social media. AMIA Summits Transl Sci Proc. 2014 Apr 7;2014:90-5. eCollection 2014.