Twitter as a tool for health research: a systematic review

L Sinnenberg, AM Buttenheim… - … journal of public …, 2017 - ajph.aphapublications.org
Background. Researchers have used traditional databases to study public health for
decades. Less is known about the use of social media data sources, such as Twitter, for this …

Emerging drugs of abuse

ME Nelson, SM Bryant, SE Aks - Disease-a-Month, 2014 - Elsevier
Keeping up with emerging drugs of abuse will always be a challenge for physicians. As law
enforcement agencies classify certain drugs as illegal,“street pharmacists” rapidly adapt and …

Social media mining for toxicovigilance: automatic monitoring of prescription medication abuse from Twitter

A Sarker, K O'connor, R Ginn, M Scotch, K Smith… - Drug safety, 2016 - Springer
Introduction Prescription medication overdose is the fastest growing drug-related problem in
the USA. The growing nature of this problem necessitates the implementation of improved …

[HTML][HTML] Detecting signs of depression in tweets in Spanish: behavioral and linguistic analysis

A Leis, F Ronzano, MA Mayer, LI Furlong… - Journal of medical Internet …, 2019 - jmir.org
Background Mental disorders have become a major concern in public health, and they are
one of the main causes of the overall disease burden worldwide. Social media platforms …

Machine learning and natural language processing for geolocation-centric monitoring and characterization of opioid-related social media chatter

A Sarker, G Gonzalez-Hernandez, Y Ruan… - JAMA network …, 2019 - jamanetwork.com
Importance Automatic curation of consumer-generated, opioid-related social media big data
may enable real-time monitoring of the opioid epidemic in the United States. Objective To …

[图书][B] Social monitoring for public health

MJ Paul, M Dredze - 2017 - books.google.com
Public health thrives on high-quality evidence, yet acquiring meaningful data on a
population remains a central challenge of public health research and practice. Social …

[HTML][HTML] A new source of data for public health surveillance: Facebook likes

S Gittelman, V Lange, CA Gotway Crawford… - Journal of medical …, 2015 - jmir.org
Background Investigation into personal health has become focused on conditions at an
increasingly local level, while response rates have declined and complicated the process of …

Social media listening for routine post-marketing safety surveillance

GE Powell, HA Seifert, T Reblin, PJ Burstein, J Blowers… - Drug safety, 2016 - Springer
Introduction Post-marketing safety surveillance primarily relies on data from spontaneous
adverse event reports, medical literature, and observational databases. Limitations of these …

Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework

A Sarker, A DeRoos, J Perrone - Journal of the American …, 2020 - academic.oup.com
Objective Prescription medication (PM) misuse and abuse is a major health problem
globally, and a number of recent studies have focused on exploring social media as a …

Systematic review of surveillance by social media platforms for illicit drug use

DM Kazemi, B Borsari, MJ Levine… - Journal of Public …, 2017 - academic.oup.com
Background The use of social media (SM) as a surveillance tool of global illicit drug use is
limited. To address this limitation, a systematic review of literature focused on the ability of …