Carabot F, Fraile-Martinez O, Donat-Vargas C, Santoma J, Garcia-Montero C, Pinto da Costa M
J Med Internet Res. 2023; 25:e50013.
PMID: 37906234
PMC: 10646670.
DOI: 10.2196/50013.
Al-Garadi M, Yang Y, Guo Y, Kim S, Love J, Perrone J
Health Data Sci. 2023; 2022.
PMID: 37621877
PMC: 10449547.
DOI: 10.34133/2022/9851989.
Parker M, Valdez D, Rao V, Eddens K, Agley J
J Med Internet Res. 2023; 25:e48405.
PMID: 37505795
PMC: 10422173.
DOI: 10.2196/48405.
Keller R, Spanu A, Puhan M, Flahault A, Lovis C, Mutsch M
Front Digit Health. 2023; 5:1074961.
PMID: 37021064
PMC: 10067924.
DOI: 10.3389/fdgth.2023.1074961.
Rutherford B, Lim C, Johnson B, Cheng B, Chung J, Huang S
Addiction. 2022; 118(2):206-217.
PMID: 36075258
PMC: 10087142.
DOI: 10.1111/add.16020.
Linguistic predictors from Facebook postings of substance use disorder treatment retention versus discontinuation.
Liu T, Giorgi S, Yadeta K, Schwartz H, Ungar L, Curtis B
Am J Drug Alcohol Abuse. 2022; 48(5):573-585.
PMID: 35853250
PMC: 10231268.
DOI: 10.1080/00952990.2022.2091450.
Text classification models for the automatic detection of nonmedical prescription medication use from social media.
Al-Garadi M, Yang Y, Cai H, Ruan Y, OConnor K, Graciela G
BMC Med Inform Decis Mak. 2021; 21(1):27.
PMID: 33499852
PMC: 7835447.
DOI: 10.1186/s12911-021-01394-0.
Analysis of associations between emotions and activities of drug users and their addiction recovery tendencies from social media posts using structural equation modeling.
Jha D, Singh R
BMC Bioinformatics. 2020; 21(Suppl 18):554.
PMID: 33375934
PMC: 7772931.
DOI: 10.1186/s12859-020-03893-9.
Mining Social Media Data for Biomedical Signals and Health-Related Behavior.
Correia R, Wood I, Bollen J, Rocha L
Annu Rev Biomed Data Sci. 2020; 3:433-458.
PMID: 32550337
PMC: 7299233.
DOI: 10.1146/annurev-biodatasci-030320-040844.
Using Twitter to Surveil the Opioid Epidemic in North Carolina: An Exploratory Study.
Anwar M, Khoury D, Aldridge A, Parker S, Conway K
JMIR Public Health Surveill. 2020; 6(2):e17574.
PMID: 32469322
PMC: 7380977.
DOI: 10.2196/17574.
What About Drug Checking? Systematic Review and Netnographic Analysis of Social Media.
Guirguis A, Moosa I, Gittins R, Schifano F
Curr Neuropharmacol. 2020; 18(10):906-917.
PMID: 32282305
PMC: 7709144.
DOI: 10.2174/1570159X18666200413142632.
Promoting Reproducible Research for Characterizing Nonmedical Use of Medications Through Data Annotation: Description of a Twitter Corpus and Guidelines.
OConnor K, Sarker A, Perrone J, Hernandez G
J Med Internet Res. 2020; 22(2):e15861.
PMID: 32130117
PMC: 7066507.
DOI: 10.2196/15861.
Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter.
Sarker A, Gonzalez-Hernandez G, Ruan Y, Perrone J
JAMA Netw Open. 2019; 2(11):e1914672.
PMID: 31693125
PMC: 6865282.
DOI: 10.1001/jamanetworkopen.2019.14672.
Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework.
Sarker A, DeRoos A, Perrone J
J Am Med Inform Assoc. 2019; 27(2):315-329.
PMID: 31584645
PMC: 7025330.
DOI: 10.1093/jamia/ocz162.
Towards Automating Location-Specific Opioid Toxicosurveillance from Twitter via Data Science Methods.
Sarker A, Gonzalez-Hernandez G, Perrone J
Stud Health Technol Inform. 2019; 264:333-337.
PMID: 31437940
PMC: 6774610.
DOI: 10.3233/SHTI190238.
Posting, texting, and related social risk behavior while high.
Palamar J, Le A, Acosta P
Subst Abus. 2019; 41(3):382-390.
PMID: 31382869
PMC: 7122951.
DOI: 10.1080/08897077.2019.1635966.
Commentary on Cohn and Colleagues: Discussions of Alcohol Use in an Online Social Network for Smoking Cessation: Analysis of Topics, Sentiment, and Social Network Centrality (ACER, 2019).
Ashford R, Curtis B
Alcohol Clin Exp Res. 2018; 43(3):401-404.
PMID: 30589438
PMC: 10765966.
DOI: 10.1111/acer.13945.
Cannabis and Kratom online information in Thailand: Facebook trends 2015-2016.
Thaikla K, Pinyopornpanish K, Jiraporncharoen W, Angkurawaranon C
Subst Abuse Treat Prev Policy. 2018; 13(1):15.
PMID: 29743100
PMC: 5944008.
DOI: 10.1186/s13011-018-0155-4.
Representations of Codeine Misuse on Instagram: Content Analysis.
Cherian R, Westbrook M, Ramo D, Sarkar U
JMIR Public Health Surveill. 2018; 4(1):e22.
PMID: 29559422
PMC: 5883072.
DOI: 10.2196/publichealth.8144.
Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data.
Kim S, Marsch L, Hancock J, Das A
J Med Internet Res. 2017; 19(10):e353.
PMID: 29089287
PMC: 5686417.
DOI: 10.2196/jmir.6426.