[HTML][HTML] Characterizing Twitter discussions about HPV vaccines using topic modeling and community detection
Background In public health surveillance, measuring how information enters and spreads
through online communities may help us understand geographical variation in decision …
through online communities may help us understand geographical variation in decision …
[HTML][HTML] Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: an observational study
Background: Groups and individuals that seek to negatively influence public opinion about
the safety and value of vaccination are active in online and social media and may influence …
the safety and value of vaccination are active in online and social media and may influence …
[HTML][HTML] Applying multiple data collection tools to quantify human papillomavirus vaccine communication on Twitter
Background Human papillomavirus (HPV) is the most common sexually transmitted infection
in the United States. There are several vaccines that protect against strains of HPV most …
in the United States. There are several vaccines that protect against strains of HPV most …
A social networks approach to understanding vaccine conversations on Twitter: Network clusters, sentiment, and certainty in HPV social networks
Individuals increasingly rely on the Internet, and social media in particular, for health-related
information. A recent survey reports that 80% of Internet users search for health information …
information. A recent survey reports that 80% of Internet users search for health information …
Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter
The manner in which people preferentially interact with others like themselves suggests that
information about social connections may be useful in the surveillance of opinions for public …
information about social connections may be useful in the surveillance of opinions for public …
Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States
Objectives The study sought to test the feasibility of using Twitter data to assess
determinants of consumers' health behavior toward human papillomavirus (HPV) …
determinants of consumers' health behavior toward human papillomavirus (HPV) …
[HTML][HTML] A scalable framework to detect personal health mentions on Twitter
Background: Biomedical research has traditionally been conducted via surveys and the
analysis of medical records. However, these resources are limited in their content, such that …
analysis of medical records. However, these resources are limited in their content, such that …
[HTML][HTML] Dimensions of misinformation about the HPV vaccine on Instagram: Content and network analysis of social media characteristics
Background The human papillomavirus (HPV) vaccine is a major advancement in cancer
prevention and this primary prevention tool has the potential to reduce and eliminate HPV …
prevention and this primary prevention tool has the potential to reduce and eliminate HPV …
[HTML][HTML] Disease detection or public opinion reflection? Content analysis of tweets, other social media, and online newspapers during the measles outbreak in The …
L Mollema, IA Harmsen, E Broekhuizen, R Clijnk… - Journal of medical …, 2015 - jmir.org
Background: In May 2013, a measles outbreak began in the Netherlands among Orthodox
Protestants who often refuse vaccination for religious reasons. Objective: Our aim was to …
Protestants who often refuse vaccination for religious reasons. Objective: Our aim was to …
Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data
Background As one of the serious public health issues, vaccination refusal has been
attracting more and more attention, especially for newly approved human papillomavirus …
attracting more and more attention, especially for newly approved human papillomavirus …