An annotated data set for identifying women reporting adverse pregnancy outcomes on Twitter

por Klein, Ari Z., Gonzalez-Hernandez, Graciela
Publicado 2020

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

por Klein, Ari Z., Magge, Arjun, Gonzalez-Hernandez, Graciela
Publicado 2022

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

por Magge, Arjun, Sarker, Abeed, Nikfarjam, Azadeh, Gonzalez-Hernandez, Graciela
Publicado 2019

Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter

por Sarker, Abeed, Gonzalez-Hernandez, Graciela, Ruan, Yucheng, Perrone, Jeanmarie
Publicado 2019

Toward Using Twitter Data to Monitor COVID-19 Vaccine Safety in Pregnancy: Proof-of-Concept Study of Cohort Identification

por Klein, Ari Z, O'Connor, Karen, Gonzalez-Hernandez, Graciela
Publicado 2022

The Role of Social Media for Identifying Adverse Drug Events Data in Pharmacovigilance: Protocol for a Scoping Review

por Golder, Su, O'Connor, Karen, Wang, Yunwen, Gonzalez Hernandez, Graciela
Publicado 2023

Towards scaling Twitter for digital epidemiology of birth defects

por Klein, Ari Z., Sarker, Abeed, Weissenbacher, Davy, Gonzalez-Hernandez, Graciela
Publicado 2019

Promoting Reproducible Research for Characterizing Nonmedical Use of Medications Through Data Annotation: Description of a Twitter Corpus and Guidelines

por O'Connor, Karen, Sarker, Abeed, Perrone, Jeanmarie, Gonzalez Hernandez, Graciela
Publicado 2020

Automatically Identifying Self-Reports of COVID-19 Diagnosis on Twitter: An Annotated Data Set, Deep Neural Network Classifiers, and a Large-Scale Cohort

por Klein, Ari Z, Kunatharaju, Shriya, O'Connor, Karen, Gonzalez-Hernandez, Graciela
Publicado 2023

Deep neural networks and distant supervision for geographic location mention extraction

por Magge, Arjun, Weissenbacher, Davy, Sarker, Abeed, Scotch, Matthew, Gonzalez-Hernandez, Graciela
Publicado 2018

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

por Magge, Arjun, Weissenbacher, Davy, Sarker, Abeed, Scotch, Matthew, Gonzalez-Hernandez, Graciela
Publicado 2019

Automatically Identifying Twitter Users for Interventions to Support Dementia Family Caregivers: Annotated Data Set and Benchmark Classification Models

por Klein, Ari Z, Magge, Arjun, O'Connor, Karen, Gonzalez-Hernandez, Graciela
Publicado 2022

Pregex: Rule-Based Detection and Extraction of Twitter Data in Pregnancy

por Klein, Ari Z, Kunatharaju, Shriya, O'Connor, Karen, Gonzalez-Hernandez, Graciela
Publicado 2023

Patient-Related Metadata Reported in Sequencing Studies of SARS-CoV-2: Protocol for a Scoping Review and Bibliometric Analysis

por O’Connor, Karen, Weissenbacher, Davy, Elyaderani, Amir, Scotch, Matthew, Gonzalez-Hernandez, Graciela
Publicado 2023

Assessment of Beliefs and Attitudes About Statins Posted on Twitter: A Qualitative Study

por Golder, Su, O’Connor, Karen, Hennessy, Sean, Gross, Robert, Gonzalez-Hernandez, Graciela
Publicado 2020

Advances in Text Mining and Visualization for Precision Medicine

por Gonzalez-Hernandez, Graciela, Sarker, Abeed, O’Connor, Karen, Greene, Casey, Liu, Hongfang
Publicado 2018

SEED: Symptom Extraction from English Social Media Posts using Deep Learning and Transfer Learning

por Magge, Arjun, Weissenbacher, Davy, O’Connor, Karen, Scotch, Matthew, Gonzalez-Hernandez, Graciela
Publicado 2022

Methods to Establish Race or Ethnicity of Twitter Users: Scoping Review

por Golder, Su, Stevens, Robin, O'Connor, Karen, James, Richard, Gonzalez-Hernandez, Graciela
Publicado 2022

Using Twitter Data for Cohort Studies of Drug Safety in Pregnancy: Proof-of-concept With β-Blockers

por Klein, Ari Z, O'Connor, Karen, Levine, Lisa D, Gonzalez-Hernandez, Graciela
Publicado 2022

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

por Boland, Mary Regina, Alur-Gupta, Snigdha, Levine, Lisa, Gabriel, Peter, Gonzalez-Hernandez, Graciela
Publicado 2019