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

Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1139) Infodemiology and Infoveillance (1558) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911)

Published on in Vol 6, No 2 (2020): Apr-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/14952, first published .
Classification of Health-Related Social Media Posts: Evaluation of Post Content–Classifier Models and Analysis of User Demographics

Classification of Health-Related Social Media Posts: Evaluation of Post Content–Classifier Models and Analysis of User Demographics

Classification of Health-Related Social Media Posts: Evaluation of Post Content–Classifier Models and Analysis of User Demographics

Authors of this article:

Ryan Rivas1 Author Orcid Image ;   Shouq A Sadah1 Author Orcid Image ;   Yuhang Guo1 Author Orcid Image ;   Vagelis Hristidis1 Author Orcid Image
Article Authors Cited by (14) Tweetations (6) Metrics

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  1. Anwar M, Khoury D, Aldridge A, Parker S, Conway K. Using Twitter to Surveil the Opioid Epidemic in North Carolina: An Exploratory Study. JMIR Public Health and Surveillance 2020;6(2):e17574 View
  2. Sharma A, Mann Z, Cherian R, Del Rosario J, Yang J, Sarkar U. Recommendations From the Twitter Hashtag #DoctorsAreDickheads: Qualitative Analysis. Journal of Medical Internet Research 2020;22(10):e17595 View
  3. Teng S, Khong K, Pahlevan Sharif S, Ahmed A. YouTube Video Comments on Healthy Eating: Descriptive and Predictive Analysis. JMIR Public Health and Surveillance 2020;6(4):e19618 View
  4. Rivas R, Hristidis V. Effective social post classifiers on top of search interfaces. Data Mining and Knowledge Discovery 2021;35(5):1809 View
  5. Boatman D, Eason S, Conn M, Kennedy-Rea S. Human Papillomavirus Vaccine Messaging on TikTok: Social Media Content Analysis. Health Promotion Practice 2022;23(3):382 View
  6. Cao C, Li D, Xu Q, Shao X. Motivational Influences Affecting Middle-Aged and Elderly Users’ Participation Intention in Health-Related Social Media. International Journal of Environmental Research and Public Health 2022;19(18):11240 View
  7. Dashtian H, Murthy D, Kong G. An Exploration of e-Cigarette–Related Search Items on YouTube: Network Analysis. Journal of Medical Internet Research 2022;24(1):e30679 View
  8. Lazard A, Meernik C, Collins M, Vereen R, Benedict C, Valle C, Love B. Social Media Use for Cancer Support Among Young Adults with Cancer. Journal of Adolescent and Young Adult Oncology 2023;12(5):674 View
  9. Boatman D, Jarrett Z, Starkey A, Conn M, Kennedy-Rea S. HPV vaccine misinformation on social media: A multi-method qualitative analysis of comments across three platforms. PEC Innovation 2024;5:100329 View
  10. Meneses do Rêgo A, Filho I. The influence of instagram on medical education in the age of artificial intelligence: a formal assessment of its utility in health education. Open Access Journal of Science 2024;7(1):61 View
  11. Naseem U, Thapa S, Zhang Q, Rashid J, Hu L. MASK-Net: Robust Health Mention Classification by Masking a Disease or Symptom Terms. IEEE Transactions on Computational Social Systems 2025;12(4):1607 View
  12. Ahuja V, Kaur R, Tabeck P, Pande N, Singh N. Building Trust and Engagement: Mapping Social Media’s Role in Digital Healthcare Communication. Journal of Relationship Marketing 2025:1 View
  13. Dahiya L, Bagga R. Digital epidemiology: leveraging social media for insight into epilepsy and mental health. Journal of Computational Social Science 2026;9(1) View
  14. Atalay H, Arslan Saleem D, Aslan Y, Sevim E. Presentation of Health on Social Media: A Systematic Review. International Journal of Health Management and Tourism 2025;10(3):346 View