Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models

Using Social Media Data to Understand the Impact of Promotional Information on Laypeople’s Discussions: A Case Study of Lynch Syndrome

(2017) Jiang Bian et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

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

(2017) Anne Cocos et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets

(2017) Jingcheng Du et al.   Journal of Biomedical Semantics

Understanding Vaccine Refusal

(2016) Mark Dredze et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

De-identification of patient notes with recurrent neural networks

(2016) Franck Dernoncourt et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Mining Twitter to Assess the Public Perception of the “Internet of Things”

(2016) Jiang Bian et al.   PLoS One

Content-Driven Analysis of an Online Community for Smoking Cessation: Integration of Qualitative Techniques, Automated Text Analysis, and Affiliation Networks

(2015) Sahiti Myneni et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

Characterizing the Discussion of Antibiotics in the Twittersphere: What is the Bigger Picture?

(2015) Rachel Lynn Kendra et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Digital Drug Safety Surveillance: Monitoring Pharmaceutical Products in Twitter

(2014) Clark C. Freifeld et al.   DRUG SAFETY

A multi-label, semi-supervised classification approach applied to personality prediction in social media

(2014) Ana Carolina E.S. Lima et al.   NEURAL NETWORKS

A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication

(2013) S Anne Moorhead et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Trending Now: Using Social Media to Predict and Track Disease Outbreaks

(2011) Charles W. Schmidt   ENVIRONMENTAL HEALTH PERSPECTIVES

Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control

(2011) Marcel Salathé et al.   PLoS Computational Biology

Pandemics in the Age of Twitter: Content Analysis of Tweets during the 2009 H1N1 Outbreak

(2010) Cynthia Chew et al.   PLoS One