Graciela Gonzalez-Hernandez
Graciela Gonzalez-Hernandez
Dep. of Computational Biomedicine, Cedars-Sinai Medical Center
Verified email at - Homepage
Cited by
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BANNER: An executable survey of advances in biomedical named entity recognition
R Leaman, G Gonzalez
Pacific Symposium on Biocomputing 13, 652-663, 2008
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
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
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
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
Pattern mining for extraction of mentions of adverse drug reactions from user comments
A Nikfarjam, GH Gonzalez
AMIA Annual Symposium Proceedings 2011, 1019, 2011
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
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
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
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
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task
A Sarker, M Belousov, J Friedrichs, K Hakala, S Kiritchenko, F Mehryary, ...
Journal of the American Medical Informatics Association 25 (10), 1274-1283, 2018
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