[HTML][HTML] Detecting risk level in individuals misusing fentanyl utilizing posts from an online community on Reddit

S Garg, J Taylor, M El Sherief, E Kasson… - Internet …, 2021 - Elsevier
Introduction Opioid misuse is a public health crisis in the US, and misuse of synthetic opioids
such as fentanyl have driven the most recent waves of opioid-related deaths. Because those …

Using social media to examine themes surrounding fentanyl misuse and risk indicators

E Kasson, LM Filiatreau, N Kaiser, K Davet… - Substance use & …, 2023 - Taylor & Francis
Background: Opioid misuse is a crisis in the United States, and synthetic opioids such as
fentanyl pose risks for overdose and mortality. Individuals who misuse substances …

[HTML][HTML] Patterns of routes of administration and drug tampering for nonmedical opioid consumption: data mining and content analysis of reddit discussions

D Balsamo, P Bajardi, A Salomone… - Journal of Medical Internet …, 2021 - jmir.org
Background The complex unfolding of the US opioid epidemic in the last 20 years has been
the subject of a large body of medical and pharmacological research, and it has sparked a …

[HTML][HTML] Detection of illicit online sales of fentanyls via Twitter

TK Mackey, J Kalyanam - F1000Research, 2017 - ncbi.nlm.nih.gov
A counterfeit fentanyl crisis is currently underway in the United States. Counterfeit versions
of commonly abused prescription drugs laced with fentanyl are being manufactured …

Fentanyl in pressed oxycodone pills: a qualitative analysis of online community experiences with an emerging drug trend

S Arya, S Nagappala, N Krawczyk, Y Gu… - Substance use & …, 2022 - Taylor & Francis
Objectives: There is a growing concern over the increased prevalence of fentanyl
contaminated oxycodone pills, referred to as M30s. The current study is an examination of …

[HTML][HTML] Detection of suicidality among opioid users on reddit: machine learning–based approach

H Yao, S Rashidian, X Dong, H Duanmu… - Journal of medical …, 2020 - jmir.org
Background In recent years, both suicide and overdose rates have been increasing. Many
individuals who struggle with opioid use disorder are prone to suicidal ideation; this may …

Reddit discussions about buprenorphine associated precipitated withdrawal in the era of fentanyl

A Spadaro, A Sarker, W Hogg-Bremer, JS Love… - Clinical …, 2022 - Taylor & Francis
Background Induction of buprenorphine, an evidence-based treatment for opioid use
disorder (OUD), has been reported to be difficult for people with heavy use of fentanyl, the …

Signals of increasing co-use of stimulants and opioids from online drug forum data

A Sarker, MA Al-Garadi, Y Ge, N Nataraj… - Harm Reduction …, 2022 - Springer
Background Despite recent rises in fatal overdoses involving multiple substances, there is a
paucity of knowledge about stimulant co-use patterns among people who use opioids …

A framework for multi-faceted content analysis of social media chatter regarding non-medical use of prescription medications

S Raza, B Schwartz, S Lakamana, Y Ge, A Sarker - BMC digital health, 2023 - Springer
Background Substance use, including the non-medical use of prescription medications, is a
global health problem resulting in hundreds of thousands of overdose deaths and other …

Fentanyl panic goes viral: The spread of misinformation about overdose risk from casual contact with fentanyl in mainstream and social media

L Beletsky, S Seymour, S Kang, Z Siegel… - International Journal of …, 2020 - Elsevier
Background Fueled by misinformation, fentanyl panic has harmed public health through
complicating overdose rescue while rationalizing hyper-punitive criminal laws, wasteful …