Publications
See a complete PubMed list of publications by Graciela Gonzalez-Hernandez, PhD.
Selected Key Publications
- Magge A, Weissenbacher D, O’Connor K, Tahsin T, Gonzalez-Hernandez G, Scotch M. GeoBoost2: a natural languageprocessing pipeline for GenBank metadata enrichment for virus phylogeography. Bioinformatics. 2020 Oct; 36(20): 5120-5121.
- Davoudi A, Klein AZ, Sarker A, Gonzalez-Hernandez G. Towards Automatic Bot Detection in Twitter for Health-related Tasks. In Proceedings of AMIA Summits on Translational Science. 2020 May; 2020: 136.
- Golder S, O’Connor K, Hennessy S, Gross R, Gonzalez-Hernandez G. Assessment of Beliefs and Attitudes About Statins Posted on Twitter: A Qualitative Study. JAMA Network Open. 2020 June; 3(6): e208953-e208953.
- Weissenbacher D, Sarker A, Klein AZ, O’Connor K, Magge A, Gonzalez-Hernandez G. Deep neural networks ensemble for detecting medication mentions in tweets. JAMIA. 2019 Dec; 26(12): 1618-1626.
- Sarker A, Gonzalez-Hernandez G, Ruan Y, Perrone J. Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter. JAMA network open. 2019 Nov; 2(11): e1914672-e1914672.
- Sarker A, Klein AZ, Mee J, Harik P, Gonzalez-Hernandez G. An interpretable natural language processing system for written medical examination assessment. JBI. 2019 Aug; 98: 103268.
- Smith K, Golder S, Sarker A, Loke Y, O’Connor K, Gonzalez-Hernandez G. Methods to Compare Adverse Events in Twitter to FAERS, Drug Information Databases, and Systematic Reviews: Proof of Concept with Adalimumab. Drug safety. 2018 Aug; 41(12): 1397-1410.
- Magge A, Weissenbacher D, Sarker A, Scotch M, Gonzalez-Hernandez G. Deep neural networks and distant supervision for geographic location mention extraction. Bioinformatics. 2018 July; 34(13): i565-i573
- Weissenbacher D, Travis AJ, Wojtulewicz L, Dueck A, Locke D, Caselli R, Gonzalez-Hernandez G. Automatic Prediction of Linguistic Decline in Writings of Subjects with Degenerative Dementia. In Proceedings of NAACL. 2016 June; 2016:1198-1207.
- Wexler A, Davoudi A, Weissenbacher D, Choi R, O’Connor K, Cummings H, Gonzalez-Hernandez G. Pregnancy and health in the age of the Internet: A content analysis of online “birth club” forums. Plos one. 2020 Apr; 15(4): e0230947.
Have Questions or Need Help?
Pacific Design Center
700 N. San Vicente Blvd., Suite G540
West Hollywood, CA 90069