|Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features|
A Nikfarjam, A Sarker, K O’connor, R Ginn, G Gonzalez
Journal of the American Medical Informatics Association 22 (3), 671-681, 2015
|Utilizing social media data for pharmacovigilance: a review|
A Sarker, R Ginn, A Nikfarjam, K O’Connor, K Smith, S Jayaraman, ...
Journal of biomedical informatics 54, 202-212, 2015
|Social media mining for toxicovigilance: automatic monitoring of prescription medication abuse from Twitter|
A Sarker, K O’connor, R Ginn, M Scotch, K Smith, D Malone, G Gonzalez
Drug safety 39 (3), 231-240, 2016
|Pharmacovigilance on twitter? Mining tweets for adverse drug reactions|
K O’Connor, P Pimpalkhute, A Nikfarjam, R Ginn, KL Smith, G Gonzalez
AMIA annual symposium proceedings 2014, 924, 2014
|Mining Twitter for adverse drug reaction mentions: a corpus and classification benchmark|
R Ginn, P Pimpalkhute, A Nikfarjam, A Patki, K O’Connor, A Sarker, ...
Proceedings of the fourth workshop on building and evaluating resources for …, 2014
|Capturing the patient’s perspective: a review of advances in natural language processing of health-related text|
G Gonzalez-Hernandez, A Sarker, K O’Connor, G Savova
Yearbook of medical informatics 26 (01), 214-227, 2017
|Mining adverse drug reaction signals from social media: going beyond extraction|
A Patki, A Sarker, P Pimpalkhute, A Nikfarjam, R Ginn, K O’Connor, ...
Proceedings of BioLinkSig 2014, 1-8, 2014
|Overview of the fourth social media mining for health (SMM4H) shared tasks at ACL 2019|
D Weissenbacher, A Sarker, A Magge, A Daughton, K O’Connor, M Paul, ...
Proceedings of the fourth social media mining for health applications …, 2019
|Transition from child and adolescent to adult mental health services in the R epublic of I reland: an investigation of process and operational practice|
N McNamara, F McNicholas, T Ford, M Paul, B Gavin, I Coyne, W Cullen, ...
Early intervention in psychiatry 8 (3), 291-297, 2014
|Detecting personal medication intake in Twitter: an annotated corpus and baseline classification system|
A Klein, A Sarker, M Rouhizadeh, K O’Connor, G Gonzalez
BioNLP 2017, 136-142, 2017
|Deep neural networks ensemble for detecting medication mentions in tweets|
D Weissenbacher, A Sarker, A Klein, K O’Connor, A Magge, ...
Journal of the American Medical Informatics Association 26 (12), 1618-1626, 2019
|Overview of the fifth social media mining for health applications (# smm4h) shared tasks at coling 2020|
A Klein, I Alimova, I Flores, A Magge, Z Miftahutdinov, AL Minard, ...
Proceedings of the Fifth Social Media Mining for Health Applications …, 2020
|Overview of the sixth social media mining for health applications (# smm4h) shared tasks at naacl 2021|
A Magge, A Klein, A Miranda-Escalada, MA Al-Garadi, I Alimova, ...
Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021
|Pharmacoepidemiologic evaluation of birth defects from health-related postings in social media during pregnancy|
S Golder, S Chiuve, D Weissenbacher, A Klein, K O’Connor, M Bland, ...
Drug Safety 42 (3), 389-400, 2019
|Finding potentially unsafe nutritional supplements from user reviews with topic modeling|
R Sullivan, A Sarker, K O'connor, A Goodin, M Karlsrud, G Gonzalez
Biocomputing 2016: Proceedings of the Pacific Symposium, 528-539, 2016
|Text classification models for the automatic detection of nonmedical prescription medication use from social media|
MA Al-Garadi, YC Yang, H Cai, Y Ruan, K O’Connor, GH Graciela, ...
BMC medical informatics and decision making 21 (1), 1-13, 2021
|Methods to compare adverse events in twitter to faers, drug information databases, and systematic reviews: proof of concept with adalimumab|
K Smith, S Golder, A Sarker, Y Loke, K O’Connor, G Gonzalez-Hernandez
Drug safety 41 (12), 1397-1410, 2018
|Toward using Twitter for tracking COVID-19: a natural language processing pipeline and exploratory data set|
AZ Klein, A Magge, K O'Connor, JIF Amaro, D Weissenbacher, ...
Journal of medical Internet research 23 (1), e25314, 2021
|Assessment of beliefs and attitudes about statins posted on Twitter: a qualitative study|
S Golder, K O’Connor, S Hennessy, R Gross, G Gonzalez-Hernandez
JAMA network open 3 (6), e208953-e208953, 2020
|A chronological and geographical analysis of personal reports of COVID-19 on Twitter|
AZ Klein, A Magge, KMS O’Connor, H Cai, D Weissenbacher, ...