Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Ozair, Muhammad, Hussain, Takasar, Hussain, Mureed, Awan, Aziz Ullah, Baleanu, Dumitru, Abro, Kashif Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
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
_version_ 1783622715489386496
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
work_keys_str_mv AT ozairmuhammad amathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT hussaintakasar amathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT hussainmureed amathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT awanazizullah amathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT baleanudumitru amathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT abrokashifali amathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT ozairmuhammad mathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT hussaintakasar mathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT hussainmureed mathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT awanazizullah mathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT baleanudumitru mathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan
AT abrokashifali mathematicalandstatisticalestimationofpotentialtransmissionandseverityofcovid19acombinedstudyofromaniaandpakistan