Graciela Gonzalez-Hernandez

发表

Towards scaling Twitter for digital epidemiology of birth defects pdf

Ari Z. Klein, Abeed Sarker, Davy Weissenbacher, 2018, npj Digital Medicine.

Utilizing social media data for pharmacovigilance: A review

Graciela Gonzalez-Hernandez, Abeed Sarker, Rachel E. Ginn, 2015, J. Biomed. Informatics.

Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019

Michael J. Paul, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2019, Proceedings of the Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task.

An empirical evaluation of electronic annotation tools for Twitter data

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Jin-Dong Kim, 2020, Genomics & informatics.

DIEGOLab: An Approach for Message-level Sentiment Classification in Twitter

Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2015, SemEval@NAACL-HLT.

Clinical NER and Relation Extraction using Bi-Char-LSTMs and Random Forest Classifiers

Graciela Gonzalez-Hernandez, Arjun Magge, Matthew Scotch, 2018, Medication and Adverse Drug Event Detection.

An Analysis of a Twitter Corpus for Training a Medication Intake Classifier.

Abeed Sarker, Graciela Gonzalez-Hernandez, Karen O'Connor, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

GeoBoost: accelerating research involving the geospatial metadata of virus GenBank records

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Arjun Magge, 2018, Bioinform..

PSB 2019 Workshop on Text Mining and Visualization for Precision Medicine.

Jingcheng Du, Zhiyong Lu, Yong Chen, 2019, Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing.

Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018

Michael J. Paul, Abeed Sarker, Davy Weissenbacher, 2018, EMNLP 2018.

An interpretable natural language processing system for written medical examination assessment

Ari Z. Klein, Abeed Sarker, Graciela Gonzalez-Hernandez, 2019, J. Biomed. Informatics.

Dealing with Medication Non-Adherence Expressions in Twitter

Ari Z. Klein, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2018, EMNLP 2018.

Disease associations depend on visit type: results from a visit-wide association study

Graciela Gonzalez-Hernandez, Mary Regina Boland, Snigdha Alur-Gupta, 2019, BioData Mining.

Deep neural networks ensemble for detecting medication mentions in tweets

Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2019, J. Am. Medical Informatics Assoc..

Comment on: “Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts”

Abeed Sarker, Graciela Gonzalez-Hernandez, Azadeh Nikfarjam, 2019, J. Am. Medical Informatics Assoc..

Towards Automating Location-Specific Opioid Toxicosurveillance from Twitter via Data Science Methods

Graciela Gonzalez-Hernandez, Abeed Sarker, Jeanmarie Perrone, 2019, MedInfo.

Unsupervised gene function extraction using semantic vectors

Graciela Gonzalez-Hernandez, Rachel E. Ginn, Azadeh Nikfarjam, 2014, Database J. Biol. Databases Curation.

Social media mining for birth defects research: A rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter

Ari Z. Klein, Abeed Sarker, Davy Weissenbacher, 2018, J. Biomed. Informatics.

Towards Automatic Bot Detection in Twitter for Health-related Tasks

Ari Z. Klein, Abeed Sarker, Graciela Gonzalez-Hernandez, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Automatically Identifying Comparator Groups on Twitter for Digital Epidemiology of Pregnancy Outcomes

Ari Z. Klein, Graciela Gonzalez-Hernandez, Abeselom Gebreyesus, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

SemEval-2019 Task 12: Toponym Resolution in Scientific Papers

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Arjun Magge, 2019, *SEMEVAL.

Towards generating a patient's timeline: Extracting temporal relationships from clinical notes

Graciela Gonzalez-Hernandez, Azadeh Nikfarjam, Ehsan Emadzadeh, 2013, J. Biomed. Informatics.

Double Layered Learning for Biological Event Extraction from Text

Graciela Gonzalez-Hernandez, Azadeh Nikfarjam, Ehsan Emadzadeh, 2011, BioNLP@ACL.

Social Media Mining Shared Task Workshop

Abeed Sarker, Graciela Gonzalez-Hernandez, Azadeh Nikfarjam, 2016, PSB.

Towards scaling Twitter for digital epidemiology of birth defects

Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2019, npj Digital Medicine.

GeoBoost2: a natural languageprocessing pipeline for GenBank metadata enrichment for virus phylogeography

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Arjun Magge, 2020, Bioinform..

Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features

Abeed Sarker, Graciela Gonzalez-Hernandez, Rachel E. Ginn, 2015, J. Am. Medical Informatics Assoc..

Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts

Sophia Ananiadou, Ioannis Korkontzelos, Graciela Gonzalez-Hernandez, 2016, J. Biomed. Informatics.

An unsupervised and customizable misspelling generator for mining noisy health-related text sources

Graciela Gonzalez-Hernandez, Abeed Sarker, A. Sarker, 2018, J. Biomed. Informatics.

Deep neural networks and distant supervision for geographic location mention extraction

Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2018, Bioinform..

Hybrid Semantic Analysis for Mapping Adverse Drug Reaction Mentions in Tweets to Medical Terminology

Abeed Sarker, Graciela Gonzalez-Hernandez, Azadeh Nikfarjam, 2017, AMIA.

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

Berry de Bruijn, Goran Nenadic, Saif Mohammad, 2018, J. Am. Medical Informatics Assoc..

Pharmacovigilance on Twitter? Mining Tweets for Adverse Drug Reactions

Graciela Gonzalez-Hernandez, Abeed Sarker, Rachel E. Ginn, 2014, AMIA.

Bi-directional Recurrent Neural Network Models for Geographic Location Extraction in Biomedical Literature

Abeed Sarker, Davy Weissenbacher, Graciela Gonzalez-Hernandez, 2019, PSB.

Advanced Methods for Big Data Analytics in Women's Health

Graciela Gonzalez-Hernandez, Mary Regina Boland, Natalia Villanueva-Rosales, 2020, PSB.

Active neural networks to detect mentions of changes to medication treatment in social media

Suyu Ge, Ari Z. Klein, Davy Weissenbacher, 2021, J. Am. Medical Informatics Assoc..

Addressing Extreme Imbalance for Detecting Medications Mentioned in Twitter User Timelines

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Arjun Magge, 2021, AIME.

DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Suzan Verberne, 2021, J. Am. Medical Informatics Assoc..

ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets

Ari Z. Klein, Graciela Gonzalez-Hernandez, Arjun Magge, 2021, PloS one.

Incorporating sampling uncertainty in the geospatial assignment of taxa for virus phylogeography

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Marc A Suchard, 2019, Virus evolution.

Pharmacoepidemiologic Evaluation of Birth Defects from Health-Related Postings in Social Media During Pregnancy

Davy Weissenbacher, Graciela Gonzalez-Hernandez, Karen O’Connor, 2018, Drug Safety.