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

Early Results from COVID-19 Studies (450) Infodemiology and Infoveillance (1949) Organizational Issues (259) Natural Language Processing (1209) Mass Media/Social Media Communication and Campaigns (778) Theories, Models, and Frameworks in Human Factors (126) Infectious Diseases (non-STD/STI) (1893) Artificial Intelligence (4458) Outbreak and Pandemic Preparedness and Management (1949)

Published on in Vol 8 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/53574, first published .
Diverse group of healthcare professionals in blue scrubs and caps, looking forward.

Understanding COVID-19 Impacts on the Health Workforce: AI-Assisted Open-Source Media Content Analysis

Understanding COVID-19 Impacts on the Health Workforce: AI-Assisted Open-Source Media Content Analysis

Authors of this article:

Anita Pienkowska1 Author Orcid Image ;   Mathieu Ravaut2 Author Orcid Image ;   Maleyka Mammadova1 Author Orcid Image ;   Chin-Siang Ang1 Author Orcid Image ;   Hanyu Wang1 Author Orcid Image ;   Qi Chwen Ong1 Author Orcid Image ;   Iva Bojic1 Author Orcid Image ;   Vicky Mengqi Qin1 Author Orcid Image ;   Dewan Md Sumsuzzman1 Author Orcid Image ;   Onyema Ajuebor3 Author Orcid Image ;   Mathieu Boniol4 Author Orcid Image ;   Juana Paola Bustamante5 Author Orcid Image ;   James Campbell6 Author Orcid Image ;   Giorgio Cometto3 Author Orcid Image ;   Siobhan Fitzpatrick3 Author Orcid Image ;   Catherine Kane3 Author Orcid Image ;   Shafiq Joty2 Author Orcid Image ;   Josip Car1 Author Orcid Image
Article Authors Cited by (5) Tweetations (6) Metrics

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  1. Sallam M, Jabbar R, Mahadoon L, Elshareif T, Darweesh M, Ahmed H, Mohamed D, Corpuz A, Sadek M, Habibi M, Abougazia F, Shami R, Mahmoud M, Heikal S, Aqel S, Himatt S, Al-Shamali M, Al-Romaihi H. Enhanced event-based surveillance: Epidemic Intelligence from Open Sources (EIOS) during FIFA World Cup 2022 Qatar. Journal of Infection and Public Health 2024;17(9):102514 View
  2. Afshar Hosseinabadi Z, Amini-Rarani M, Amiresmaili M, Shaarbafchizadeh N, Raeisi A. Strengthening Public Health Systems During an Emerging Respiratory Disease Pandemic: A Realist Review. Archives of Medical Research 2025;56(2):103096 View
  3. Garcia K, Berton L. Unlocking the potential of news: A systematic review of advantages and challenges for event detection and analysis. Computer Science Review 2026;59:100838 View
  4. Dasgupta A, Xue Y, Tao K. Artificial Intelligence in Public Health: A Systematic Literature Review (Preprint). JMIRx Med 2025 View
  5. Kiseleva V, Zamulaeva I, Lipunov N, Lyubina L, Bezyaeva G, Panarina L, Ershova I, Agababyan T, Silant’eva N, Severskaya N, Petrov V, Ivanov S, Kaprin A. The Dynamics of SARS-CoV-2 Virus Infection, Effectiveness of Vaccination and Revaccination with Sputnik V and Sputnik Light Drugs for Non-Specialized Medical Workers during the COVID-19 Pandemic. Molecular Genetics, Microbiology and Virology 2026;41(1):46 View