Text classification models for the automatic detection of nonmedical prescription medication use from social media

Hate speech detection and racial bias mitigation in social media based on BERT model

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Monitoring Prescription Medication Abuse from Twitter: An Annotated Corpus and Annotation Guidelines for Reproducible Machine Learning Research (Preprint)

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Candyflipping and Other Combinations: Identifying Drug–Drug Combinations from an Online Forum

(2018) Michael Chary et al.   Frontiers in Psychiatry

OUP accepted manuscript

(2018)   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Detection and Analysis of Drug Misuses. A Study Based on Social Media Messages

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An unsupervised and customizable misspelling generator for mining noisy health-related text sources

(2018) Abeed Sarker et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Sex differences in patterns of prescription opioid non-medical use among 10–18 year olds in the US

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Social Media Mining for Toxicovigilance: Automatic Monitoring of Prescription Medication Abuse from Twitter

(2016) Abeed Sarker et al.   DRUG SAFETY

Characteristics of state prescription drug monitoring programs: a state-by-state survey

(2016) A. Travis Manasco et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Filtering big data from social media – Building an early warning system for adverse drug reactions

(2015) Ming Yang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

The Canary in the Coal Mine Tweets: Social Media Reveals Public Perceptions of Non-Medical Use of Opioids

(2015) Brian Chan et al.   PLoS One

Text Mining for Adverse Drug Events: the Promise, Challenges, and State of the Art

(2014) Rave Harpaz et al.   DRUG SAFETY

Tweaking and Tweeting: Exploring Twitter for Nonmedical Use of a Psychostimulant Drug (Adderall) Among College Students

(2013) Carl L Hanson et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

An Exploration of Social Circles and Prescription Drug Abuse Through Twitter

(2013) Carl Lee Hanson et al.   JOURNAL OF MEDICAL INTERNET RESEARCH