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AuthorRegina, Padmanabhan
AuthorAbed, Hadeel S.
AuthorMeskin, Nader
AuthorKhattab, Tamer
AuthorShraim, Mujahed
AuthorAl-Hitmi, Mohammed Abdulla
Available date2021-08-18T10:31:54Z
Publication Date2021-09-30
Publication NameComputer Methods and Programs in Biomedicine
Identifierhttp://dx.doi.org/10.1016/j.cmpb.2021.106301
CitationR. Padmanabhan, H.S. Abed, N. Meskin et al. A review of mathematical model-based scenario analysis and interventions for COVID-19. Computer Methods and Programs in Biomedicine 209 (2021) 106301.
ISSN01692607
URIhttps://www.sciencedirect.com/science/article/pii/S0169260721003758
URIhttp://hdl.handle.net/10576/22036
AbstractMathematical model-based analysis has proven its potential as a critical tool in the battle against COVID-19 by enabling better understanding of the disease transmission dynamics, deeper analysis of the cost-effectiveness of various scenarios, and more accurate forecast of the trends with and without interventions. However, due to the outpouring of information and disparity between reported mathematical models, there exists a need for a more concise and unified discussion pertaining to the mathematical modeling of COVID-19 to overcome related skepticism. Towards this goal, this paper presents a review of mathematical model-based scenario analysis and interventions for COVID-19 with the main objectives of (1) including a brief overview of the existing reviews on mathematical models, (2) providing an integrated framework to unify models, (3) investigating various mitigation strategies and model parameters that reflect the effect of interventions, (4) discussing different mathematical models used to conduct scenario-based analysis, and (5) surveying active control methods used to combat COVID-19.
Languageen
PublisherElsevier
SubjectCOVID-19
Mathematical models
Active control
Unified framework
TitleA review of mathematical model-based scenario analysis and interventions for COVID-19
TypeArticle
Volume Number209
Open Access user License http://creativecommons.org/licenses/by/4.0/
dc.accessType Open Access


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