A review of mathematical model-based scenario analysis and interventions for COVID-19
<p dir="ltr">Mathematical 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...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2021
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| _version_ | 1864513547787042816 |
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| author | Regina Padmanabhan (14231606) |
| author2 | Hadeel S. Abed (17269192) Nader Meskin (14147796) Tamer Khattab (16870086) Mujahed Shraim (633498) Mohammed Abdulla Al-Hitmi (17269195) |
| author2_role | author author author author author |
| author_facet | Regina Padmanabhan (14231606) Hadeel S. Abed (17269192) Nader Meskin (14147796) Tamer Khattab (16870086) Mujahed Shraim (633498) Mohammed Abdulla Al-Hitmi (17269195) |
| author_role | author |
| dc.creator.none.fl_str_mv | Regina Padmanabhan (14231606) Hadeel S. Abed (17269192) Nader Meskin (14147796) Tamer Khattab (16870086) Mujahed Shraim (633498) Mohammed Abdulla Al-Hitmi (17269195) |
| dc.date.none.fl_str_mv | 2021-09-01T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1016/j.cmpb.2021.106301 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/A_review_of_mathematical_model-based_scenario_analysis_and_interventions_for_COVID-19/24420520 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Health sciences Health services and systems Mathematical sciences Numerical and computational mathematics COVID-19 Mathematical models Active control Unified framework |
| dc.title.none.fl_str_mv | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Mathematical 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.</p><h2>Other Information</h2><p dir="ltr">Published in: Computer Methods and Programs in Biomedicine<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.cmpb.2021.106301" target="_blank">https://dx.doi.org/10.1016/j.cmpb.2021.106301</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_1a4018c6b316e94818d038cd5e55dc9d |
| identifier_str_mv | 10.1016/j.cmpb.2021.106301 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24420520 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | A review of mathematical model-based scenario analysis and interventions for COVID-19Regina Padmanabhan (14231606)Hadeel S. Abed (17269192)Nader Meskin (14147796)Tamer Khattab (16870086)Mujahed Shraim (633498)Mohammed Abdulla Al-Hitmi (17269195)Health sciencesHealth services and systemsMathematical sciencesNumerical and computational mathematicsCOVID-19Mathematical modelsActive controlUnified framework<p dir="ltr">Mathematical 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.</p><h2>Other Information</h2><p dir="ltr">Published in: Computer Methods and Programs in Biomedicine<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.cmpb.2021.106301" target="_blank">https://dx.doi.org/10.1016/j.cmpb.2021.106301</a></p>2021-09-01T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1016/j.cmpb.2021.106301https://figshare.com/articles/journal_contribution/A_review_of_mathematical_model-based_scenario_analysis_and_interventions_for_COVID-19/24420520CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/244205202021-09-01T00:00:00Z |
| spellingShingle | A review of mathematical model-based scenario analysis and interventions for COVID-19 Regina Padmanabhan (14231606) Health sciences Health services and systems Mathematical sciences Numerical and computational mathematics COVID-19 Mathematical models Active control Unified framework |
| status_str | publishedVersion |
| title | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| title_full | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| title_fullStr | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| title_full_unstemmed | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| title_short | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| title_sort | A review of mathematical model-based scenario analysis and interventions for COVID-19 |
| topic | Health sciences Health services and systems Mathematical sciences Numerical and computational mathematics COVID-19 Mathematical models Active control Unified framework |