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Using deep learning and Twitter data to identify outpatient antibiotic misuse

Published online by Cambridge University Press:  18 June 2020

Timothy F. Sullivan Open the ORCID record for Timothy F. Sullivan [Opens in a new window]
Timothy F. Sullivan*
Affiliation:
Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, New York
*
Author for correspondence: Timothy Sullivan, E-mail: [email protected]
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Abstract

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Type
Research Brief
Information
Infection Control & Hospital Epidemiology , Volume 41 , Issue 9 , September 2020 , pp. 1096 - 1098
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Copyright
© 2020 by The Society for Healthcare Epidemiology of America. All rights reserved.

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Footnotes

PREVIOUS PRESENTATION. This work was presented at IDWeek on October 5, 2019, in Washington, DC.

References

Marston, HD, Dixon, DM, Knisely, JM, Palmore, TN, Fauci, AS.Antimicrobial resistance. JAMA 2016;316:1193–1204.10.1001/jama.2016.11764CrossRefGoogle ScholarPubMed
Dantes, R, Mu, Y, Hicks, LA, et al.Association between outpatient antibiotic prescribing practices and community-associated Clostridium difficile infection. Open Forum Infect Dis 2015;2(3):ofv113–ofv113.CrossRefGoogle ScholarPubMed
Chua, K-P, Fischer, MA, Linder, JA.Appropriateness of outpatient antibiotic prescribing among privately insured US patients: ICD-10-CM based cross sectional study. BMJ 2019;364:k5092.CrossRefGoogle ScholarPubMed
Outpatient antibiotic prescriptions—United States, 2016. Centers for Disease Control and Prevention website. https://www.cdc.gov/antibiotic-use/community/programs-measurement/state-local-activities/outpatient-antibiotic-prescriptions-US-2016.html. Published September 13, 2019. Accessed on February 12, 2020.Google Scholar
Fleming-Dutra, KE, Hersh, AL, Shapiro, DJ, et al.Prevalence of inappropriate antibiotic prescriptions among US ambulatory care visits, 2010–2011. JAMA 2016;315:1864–1873.CrossRefGoogle ScholarPubMed
Grigoryan, L, Germanos, G, Zoorob, R, et al.Use of antibiotics without a prescription in the US population: a scoping review. Ann Intern Med 2019;171:257–263.CrossRefGoogle Scholar
Twittter Developer Agreement and Policy. Twitter website. https://developer.twitter.com/en/developer-terms/agreement-and-policy. Published May 25, 2018. Accessed on February 12, 2020.Google Scholar