This paper is in the following e-collection/theme issue:

HIV/AIDS/STI Prevention and Care (1043) LGBTQ Issues (543) Online Dating, Sexual Health Behavior (191) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Public (e)Health, Digital Epidemiology and Public Health Informatics (1008) Natural Language Processing (917) Artificial Intelligence (2129)

Published on in Vol 8, No 4 (2022): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/32405, first published .
Toward Using Twitter for PrEP-Related Interventions: An Automated Natural Language Processing Pipeline for Identifying Gay or Bisexual Men in the United States

Toward Using Twitter for PrEP-Related Interventions: An Automated Natural Language Processing Pipeline for Identifying Gay or Bisexual Men in the United States

Toward Using Twitter for PrEP-Related Interventions: An Automated Natural Language Processing Pipeline for Identifying Gay or Bisexual Men in the United States

Authors of this article:

Ari Z Klein1 Author Orcid Image ;   Steven Meanley2 Author Orcid Image ;   Karen O'Connor1 Author Orcid Image ;   José A Bauermeister2 Author Orcid Image ;   Graciela Gonzalez-Hernandez1 Author Orcid Image
Article Authors Cited by (5) Tweetations (7) Metrics

Journals

  1. Wang Y, O’Connor K, Flores I, Berdahl C, Urbanowicz R, Stevens R, Bauermeister J, Gonzalez-Hernandez G. Mpox Discourse on Twitter by Sexual Minority Men and Gender-Diverse Individuals: Infodemiological Study Using BERTopic. JMIR Public Health and Surveillance 2024;10:e59193 View
  2. Abou Chawareb E, Im B, Lu S, Hammad M, Huang T, Chen H, Yafi F. Sexual health in the era of artificial intelligence: a scoping review of the literature. Sexual Medicine Reviews 2025;13(2):267 View
  3. Kamitani E, DeLuca J, Mizuno Y. Systematic review of infodemiology studies using artificial intelligence: social media posts on HIV preexposure prophylaxis. AIDS 2025;39(9):1254 View
  4. Klein A, Spiegel K, Bauermeister J, Gonzalez-Hernandez G. Health-Related Concerns of Anti-LGBTQ+ Legislation: Thematic Analysis Using Social Media Data. JMIR Infodemiology 2025;5:e68956 View
  5. Wang H, Kolstee J, Martinez J, van de Vijver D, Tosh J, Schroeder M, Appiah A, Zimmermann H, Jonas K. Perceptions of Long-Acting Injectable Pre-Exposure Prophylaxis Among Men Who Have Sex With Men and Transgender Individuals in Europe Using Structural Text Modeling Technique: Cross-Sectional Study. JMIR Public Health and Surveillance 2025;11:e72491 View