Graciela Gonzalez-Hernandez
Graciela Gonzalez-Hernandez
Dep. of Computational Biomedicine, Cedars-Sinai Medical Center
Verified email at - Homepage
Cited by
Cited by
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
BANNER: An executable survey of advances in biomedical named entity recognition
R Leaman, G Gonzalez
Pacific Symposium on Biocomputing 13, 652-663, 2008
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
Portable automatic text classification for adverse drug reaction detection via multi-corpus training
A Sarker, G Gonzalez
Journal of biomedical informatics 53, 196-207, 2015
Towards internet-age pharmacovigilance: extracting adverse drug reactions from user posts to health-related social networks
R Leaman, L Wojtulewicz, R Sullivan, A Skariah, J Yang, G Gonzalez
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing …, 2010
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
Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts
I Korkontzelos, A Nikfarjam, M Shardlow, A Sarker, S Ananiadou, ...
Journal of Biomedical Informatics 62, 148-158, 2016
Recent advances and emerging applications in text and data mining for biomedical discovery
GH Gonzalez, T Tahsin, BC Goodale, AC Greene, CS Greene
Briefings in bioinformatics 17 (1), 33-42, 2016
The Protein-Protein Interaction tasks of BioCreative III: classification/ranking of articles and linking bio-ontology concepts to full text
M Krallinger, M Vazquez, F Leitner, D Salgado, A Chatr-Aryamontri, ...
BMC bioinformatics 12, 1-31, 2011
Pattern mining for extraction of mentions of adverse drug reactions from user comments
A Nikfarjam, GH Gonzalez
AMIA Annual Symposium Proceedings 2011, 1019, 2011
ChatGPT and large language models in academia: opportunities and challenges
JG Meyer, RJ Urbanowicz, PCN Martin, K O’Connor, R Li, PC Peng, ...
BioData Mining 16 (1), 20, 2023
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
Social media mining for public health monitoring and surveillance
MJ Paul, A Sarker, JS Brownstein, A Nikfarjam, M Scotch, KL Smith, ...
Pacific Symposium on Biocomputing (PSB), 468-79, 2016
Inter-species normalization of gene mentions with GNAT
J Hakenberg, C Plake, R Leaman, M Schroeder, G Gonzalez
Bioinformatics 24 (16), i126-i132, 2008
Enhancing clinical concept extraction with distributional semantics
S Jonnalagadda, T Cohen, S Wu, G Gonzalez
Journal of biomedical informatics 45 (1), 129-140, 2012
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
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
Enabling recognition of diseases in biomedical text with machine learning: corpus and benchmark
R Leaman, C Miller, G Gonzalez
Proceedings of the 2009 Symposium on Languages in Biology and Medicine 82 (9 …, 2009
The GNAT library for local and remote gene mention normalization
J Hakenberg, M Gerner, M Haeussler, I Solt, C Plake, M Schroeder, ...
Bioinformatics 27 (19), 2769-2771, 2011
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