Publications

Export 4 results:
Sort by: Author Title [ Type  (Asc)] Year
Conference Proceedings
Rodrigues, Paula, Carlota Rebelo, and Gabriela M. M. Gomes Multi-scale models for drug resistant tuberculosis. International Conference on Computational and Mathematical Methods in Science and Engineering, CMMSE 2012. La Manga, Murcia, Spain, 2012.
Journal Article
Caetano, Constantino, Maria Luisa Morgado, Paula Patrício, João F. Pereira, and Baltazar Nunes. "Mathematical Modelling of the Impact of Non-Pharmacological Strategies to Control the COVID-19 Epidemic in Portugal." Mathematics. 9.10 (2021).
Caetano, Constantino, Maria Luísa Morgado, Paula Patrício, Andreia Leite, Ausenda Machado, André Torres, João Freitas Pereira, Sónia Namorado, Ana Sottomayor, André Peralta-Santos, and Baltazar Nunes. "Measuring the impact of COVID-19 vaccination and immunity waning: a modelling study for Portugal." Vaccine (2022). AbstractWebsite

Vaccination strategies to control COVID-19 have been ongoing worldwide since the end of 2020. Understanding their possible effect is key to prevent future disease spread. Using a modelling approach, this study intends to measure the impact of the COVID-19 Portuguese vaccination strategy on the effective reproduction number and explore three scenarios for vaccine effectiveness waning. Namely, the no-immunity-loss, 1-year and 3-years of immunity duration scenarios. We adapted an age-structured SEIR deterministic model and used Portuguese hospitalisation data for the model calibration. Results show that, although the Portuguese vaccination plan had a substantial impact in reducing overall transmission, it might not be sufficient to control disease spread. A significant vaccination coverage of those above 5 years old, a vaccine effectiveness against disease of at least 80% and softer non-pharmaceutical interventions (NPIs), such as mask usage and social distancing, would be necessary to control disease spread in the worst scenario considered. The immunity duration scenario of 1-year displays a resurgence of COVID-19 hospitalisations by the end of 2021, the same is observed in 3-year scenario although with a lower magnitude. The no-immunity-loss scenario presents a low increase in hospitalisations. In both the 1-year and 3-year scenarios, a vaccination boost of those above 65 years old would result in a 53% and 38% peak reduction of non-ICU hospitalisations, respectively. These results suggest that NPIs should not be fully phased-out but instead be combined with a fast booster vaccination strategy to reduce healthcare burden.

Esquível, Manuel L., Nadezhda P. Krasii, Gracinda R. Guerreiro, and Paula Patrício. "The Multi-Compartment SI (RD) Model with Regime Switching: An Application to COVID-19 Pandemic." Symmetry. 13 (2021): 2427. Abstract

n/a