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A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan
During the outbreak of an epidemic, it is of immense interest to monitor the effects of containment measures and forecast of outbreak including epidemic peak. To confront the epidemic, a simple SIR model is used to simulate the number of affected patients of coronavirus disease in Romania and Pakist...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735850/ https://www.ncbi.nlm.nih.gov/pubmed/33354566 http://dx.doi.org/10.1155/2020/5607236 |
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author | Ozair, Muhammad Hussain, Takasar Hussain, Mureed Awan, Aziz Ullah Baleanu, Dumitru Abro, Kashif Ali |
author_facet | Ozair, Muhammad Hussain, Takasar Hussain, Mureed Awan, Aziz Ullah Baleanu, Dumitru Abro, Kashif Ali |
author_sort | Ozair, Muhammad |
collection | PubMed |
description | During the outbreak of an epidemic, it is of immense interest to monitor the effects of containment measures and forecast of outbreak including epidemic peak. To confront the epidemic, a simple SIR model is used to simulate the number of affected patients of coronavirus disease in Romania and Pakistan. The model captures the growth in case onsets, and the estimated results are almost compatible with the actual reported cases. Through the calibration of parameters, forecast for the appearance of new cases in Romania and Pakistan is reported till the end of this year by analysing the current situation. The constant level of number of patients and time to reach this level is also reported through the simulations. The drastic condition is also discussed which may occur if all the preventive restraints are removed. |
format | Online Article Text |
id | pubmed-7735850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-77358502020-12-21 A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan Ozair, Muhammad Hussain, Takasar Hussain, Mureed Awan, Aziz Ullah Baleanu, Dumitru Abro, Kashif Ali Biomed Res Int Research Article During the outbreak of an epidemic, it is of immense interest to monitor the effects of containment measures and forecast of outbreak including epidemic peak. To confront the epidemic, a simple SIR model is used to simulate the number of affected patients of coronavirus disease in Romania and Pakistan. The model captures the growth in case onsets, and the estimated results are almost compatible with the actual reported cases. Through the calibration of parameters, forecast for the appearance of new cases in Romania and Pakistan is reported till the end of this year by analysing the current situation. The constant level of number of patients and time to reach this level is also reported through the simulations. The drastic condition is also discussed which may occur if all the preventive restraints are removed. Hindawi 2020-12-03 /pmc/articles/PMC7735850/ /pubmed/33354566 http://dx.doi.org/10.1155/2020/5607236 Text en Copyright © 2020 Muhammad Ozair et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ozair, Muhammad Hussain, Takasar Hussain, Mureed Awan, Aziz Ullah Baleanu, Dumitru Abro, Kashif Ali A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan |
title | A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan |
title_full | A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan |
title_fullStr | A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan |
title_full_unstemmed | A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan |
title_short | A Mathematical and Statistical Estimation of Potential Transmission and Severity of COVID-19: A Combined Study of Romania and Pakistan |
title_sort | mathematical and statistical estimation of potential transmission and severity of covid-19: a combined study of romania and pakistan |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735850/ https://www.ncbi.nlm.nih.gov/pubmed/33354566 http://dx.doi.org/10.1155/2020/5607236 |
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