Assessing COVID-19 Vaccine Effectiveness and Risk Factors for Severe Outcomes through Machine Learning Techniques: A Real-World Data Study in Andalusia, Spain
The global health challenge of COVID-19 persists, marked by emerging variants with higher virulence and severity, particularly among the unvaccinated and those beyond six months post-vaccination, especially those aged 60 and above. These findings highlight the need for robust surveillance systems targeting new variants and administering booster doses, particularly for individuals aged 60 or older with underlying health conditions, to mitigate the global burden of COVID-19.
Authors
- Isaac Túnez (ORCID: https://orcid.org/0000-0002-4493-7087)
- Joanne Salas (ORCID: https://orcid.org/0000-0002-5604-7954)
- Inmaculada Salcedo-Leal (ORCID: https://orcid.org/0000-0002-0864-6856)
- Verónica Sánchez (ORCID: https://orcid.org/0000-0002-3647-3024)
- Miguel Ángel Armengol de la Hoz (ORCID: https://orcid.org/0000-0002-7012-2973)
- Rafael Ruiz-Montero (ORCID: https://orcid.org/0000-0002-9113-6493)
- Joaquı́n Dopazo (ORCID: https://orcid.org/0000-0003-3318-120X)
- Álvaro Ritoré (ORCID: https://orcid.org/0000-0002-7292-9842)
- Álvaro Serrano-Ortiz (ORCID: https://orcid.org/0000-0003-2502-0254)
- Juan Luis Romero‐Cabrera (ORCID: https://orcid.org/0000-0001-6459-3536)
- Jaime Ramos (ORCID: https://orcid.org/0000-0001-6223-3844)
- Jaime Monserrat Villatoro (ORCID: https://orcid.org/0000-0002-9100-3324)
Institutions
- Andalusian Health Service (ES)
- Basque Government (ES)
- Government of Spain (ES)
- Instituto de Salud Carlos III (ES)
- Spanish Biomedical Research Centre in Physiopathology of Obesity and Nutrition (ES)
- Fundación Progreso y Salud (ES)
- Hospital Universitario Virgen Macarena (ES)
- Instituto Maimónides de Investigación Biomédica de Córdoba (ES)
- Hospital Alto Guadalquivir (ES)
- Regional Health (US)
- Instituto de Arqueología-Mérida (ES)
- Hospital Universitario Reina Sofía (ES)
- Instituto de Biomedicina de Sevilla (ES)
- University of Córdoba (ES)
- Andalusian School of Public Health (ES)
- Cordoba University (US)
- Junta de Andalucía (ES)
Publication Details
- Journal
- Journal of Epidemiology and Global Health
- Published
- 2024-11-11
- DOI
- https://doi.org/10.1007/s44197-024-00298-2
- Citations
- 1
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 0.40
Funders
- European Centre for Disease Prevention and Control