Graciela Gonzalez Hernandez, MS, PhD



Graciela Gonzalez Hernandez, MS, PhD

Associate Professor of Informatics

Dr. Gonzalez Hernandez is a recognized expert and leader in natural language processing (NLP) applied to bioinformatics, medical/clinical informatics, and public-health informatics, with more than 100 publications in this area. After 11 years at the Department of Biomedical Informatics at Arizona State University, she joined the University of Pennsylvania and established the Health Language Processing Lab within the Institute of Biomedical Informatics. Her recent work focuses on NLP applications for public-health monitoring and surveillance and is funded by R01 grants from the National Library of Medicine and the National Institute of Allergy and Infectious Diseases. 

Her work on social media mining for pharmacovigilance has resulted in numerous publications in prestigious conferences and journals. Examples include work on ADR extraction in the Journal of the American Medical Informatics Association (JAMIA) and on prescription-drug abuse in Drug Safety. A Journal of Biomedical Informatics publication was selected as one of Elsevier/Atlas’s 10 articles with greatest potential social impact, an honor among papers in more than 2500 journals. Her work in this area also caught the attention of the FDA, which awarded her a grant to develop these methods for monitoring nutritional supplements. 

Her work on enriching geospatial information for phylogeography, in collaboration with Dr. Matthew Scotch, uses NLP for the automatic extraction of relevant geospatial data from the literature and for linkage to GenBank records. 

Dr Gonzalez Hernandez is currently a standing member of the NLM Board of Scientific Advisors, and of the NIH BDMA panel. She served as a member of the NIH BLIRC panel from 2008 to 2013. She is a regular reviewer for a number of prestigious journals and conferences, including PLoS One, PLoS Computational Biology, JAMIA and BMC Bioinformatics. Her prior funding also included funding under the Arizona Alzheimer's Disease Center, a P30 NIA Center, as director of the Data Core from 2008 to 2016. 

Content Area Specialties

Natural Language Processing, Machine Learning, Biomedical Informatics, Public Health Informatics, Artificial Intelligence.

Share this Content

About Us

To understand health and disease today, we need new thinking and novel science —the kind  we create when multiple disciplines work together from the ground up. That is why this department has put forward a bold vision in population-health science: a single academic home for biostatistics, epidemiology and informatics. LEARN MORE ABOUT US

© 2021 Trustees of the University of Pennsylvania. All rights reserved. | Disclaimer

Follow Us