[HTML][HTML] Risks and opportunities to ensure equity in the application of big data research in public health
P Wesson, Y Hswen, G Valdes… - Annual review of …, 2022 - annualreviews.org
The big data revolution presents an exciting frontier to expand public health research,
broadening the scope of research and increasing the precision of answers. Despite these …
broadening the scope of research and increasing the precision of answers. Despite 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 …
globally, and a number of recent studies have focused on exploring social media as a …
Characterizing diabetes, diet, exercise, and obesity comments on Twitter
Social media provide a platform for users to express their opinions and share information.
Understanding public health opinions on social media, such as Twitter, offers a unique …
Understanding public health opinions on social media, such as Twitter, offers a unique …
Machine learning and natural language processing for geolocation-centric monitoring and characterization of opioid-related social media chatter
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 …
may enable real-time monitoring of the opioid epidemic in the United States. Objective To …
Fine-grained classification of drug trafficking based on Instagram hashtags
Social networks have become important platforms for the marketing and sale of illicit drugs.
Hashtags make it easier for users to engage in drug trafficking, further increasing the risk of …
Hashtags make it easier for users to engage in drug trafficking, further increasing the risk of …
Tracking illicit drug dealing and abuse on Instagram using multimodal analysis
Illicit drug trade via social media sites, especially photo-oriented Instagram, has become a
severe problem in recent years. As a result, tracking drug dealing and abuse on Instagram is …
severe problem in recent years. As a result, tracking drug dealing and abuse on Instagram is …
[PDF][PDF] A total error framework for digital traces of humans
The interactions and activities of hundreds of millions of people worldwide are recorded as
digital traces every single day. When pulled together, these data offer increasingly …
digital traces every single day. When pulled together, these data offer increasingly …
Identifying illicit drug dealers on instagram with large-scale multimodal data fusion
Illicit drug trafficking via social media sites such as Instagram have become a severe
problem, thus drawing a great deal of attention from law enforcement and public health …
problem, thus drawing a great deal of attention from law enforcement and public health …
Detection of illicit drug trafficking events on instagram: A deep multimodal multilabel learning approach
Social media such as Instagram and Twitter have become important platforms for marketing
and selling illicit drugs. Detection of online illicit drug trafficking has become critical to …
and selling illicit drugs. Detection of online illicit drug trafficking has become critical to …