Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection

HPV vaccination rates remain low: Cancer prevention community needs to continue promoting the vaccine's safety and efficacy, say experts

(2015) Carrie Printz   CANCER

Associations Between Exposure to and Expression of Negative Opinions About Human Papillomavirus Vaccines on Social Media: An Observational Study

(2015) Adam G Dunn et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Efficacy, safety, and immunogenicity of the human papillomavirus 16/18 AS04-adjuvanted vaccine in women older than 25 years: 4-year interim follow-up of the phase 3, double-blind, randomised controlled VIVIANE study

(2014) S Rachel Skinner et al.   LANCET

Assessment of herd immunity and cross-protection after a human papillomavirus vaccination programme in Australia: a repeat cross-sectional study

(2014) Sepehr N Tabrizi et al.   LANCET INFECTIOUS DISEASES

Effectiveness of quadrivalent human papillomavirus vaccine for the prevention of cervical abnormalities: case-control study nested within a population based screening programme in Australia

(2014) E. Crowe et al.   BMJ-British Medical Journal

Medical Conspiracy Theories and Health Behaviors in the United States

(2014) J. Eric Oliver et al.   JAMA Internal Medicine

The Twitter of Babel: Mapping World Languages through Microblogging Platforms

(2013) Delia Mocanu et al.   PLoS One

Virality Prediction and Community Structure in Social Networks

(2013) Lilian Weng et al.   Scientific Reports

Following celebrities' medical advice: meta-narrative analysis

(2013) S. J. Hoffman et al.   BMJ-British Medical Journal

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

Global Burden of Human Papillomavirus and Related Diseases

(2012) David Forman et al.   VACCINE

Competition among memes in a world with limited attention

(2012) L. Weng et al.   Scientific Reports

Early effect of the HPV vaccination programme on cervical abnormalities in Victoria, Australia: an ecological study

(2011) Julia ML Brotherton et al.   LANCET

The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic

(2011) Alessio Signorini et al.   PLoS One

Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter

(2011) Peter Sheridan Dodds et al.   PLoS One

Sorting through search results: A content analysis of HPV vaccine information online

(2011) Kelly Madden et al.   VACCINE

Interpreting social network metrics in healthcare organisations: A review and guide to validating small networks

(2011) Adam G. Dunn et al.   SOCIAL SCIENCE & MEDICINE

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

(2011) Marcel Salathé et al.   PLoS Computational Biology

Dissemination of health information through social networks: Twitter and antibiotics

(2010) Daniel Scanfeld et al.   AMERICAN JOURNAL OF INFECTION CONTROL

Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA

(2010) Yue Lu et al.   Information Retrieval Journal

Link communities reveal multiscale complexity in networks

(2010) Yong-Yeol Ahn et al.   NATURE

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

(2010) Cynthia Chew et al.   PLoS One

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Maps of random walks on complex networks reveal community structure

(2008) M. Rosvall et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA