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Effective epidemic model for COVID-19 using accumulated deaths
The severe acute respiratory syndrome COVID-19 has been in the center of the ongoing global health crisis in 2020. The high prevalence of mild cases facilitates sub-notification outside hospital environments and the number of those who are or have been infected remains largely unknown, leading to po...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7826015/ https://www.ncbi.nlm.nih.gov/pubmed/33519102 http://dx.doi.org/10.1016/j.chaos.2021.110667 |
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author | Nakamura, G. Grammaticos, B. Deroulers, C. Badoual, M. |
author_facet | Nakamura, G. Grammaticos, B. Deroulers, C. Badoual, M. |
author_sort | Nakamura, G. |
collection | PubMed |
description | The severe acute respiratory syndrome COVID-19 has been in the center of the ongoing global health crisis in 2020. The high prevalence of mild cases facilitates sub-notification outside hospital environments and the number of those who are or have been infected remains largely unknown, leading to poor estimates of the crude mortality rate of the disease. Here we use a simple model to describe the number of accumulated deaths caused by COVID-19. The close connection between the proposed model and an approximate solution of the SIR model provides estimates of epidemiological parameters. We find values for the crude mortality between [Formula: see text] and [Formula: see text] which are lower than estimated numbers obtained from laboratory-confirmed patients. We also calculate quantities of practical interest such as the basic reproduction number and subsequent increment after relaxation of lockdown and other control measures. |
format | Online Article Text |
id | pubmed-7826015 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78260152021-01-25 Effective epidemic model for COVID-19 using accumulated deaths Nakamura, G. Grammaticos, B. Deroulers, C. Badoual, M. Chaos Solitons Fractals Article The severe acute respiratory syndrome COVID-19 has been in the center of the ongoing global health crisis in 2020. The high prevalence of mild cases facilitates sub-notification outside hospital environments and the number of those who are or have been infected remains largely unknown, leading to poor estimates of the crude mortality rate of the disease. Here we use a simple model to describe the number of accumulated deaths caused by COVID-19. The close connection between the proposed model and an approximate solution of the SIR model provides estimates of epidemiological parameters. We find values for the crude mortality between [Formula: see text] and [Formula: see text] which are lower than estimated numbers obtained from laboratory-confirmed patients. We also calculate quantities of practical interest such as the basic reproduction number and subsequent increment after relaxation of lockdown and other control measures. Elsevier Ltd. 2021-03 2021-01-23 /pmc/articles/PMC7826015/ /pubmed/33519102 http://dx.doi.org/10.1016/j.chaos.2021.110667 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Nakamura, G. Grammaticos, B. Deroulers, C. Badoual, M. Effective epidemic model for COVID-19 using accumulated deaths |
title | Effective epidemic model for COVID-19 using accumulated deaths |
title_full | Effective epidemic model for COVID-19 using accumulated deaths |
title_fullStr | Effective epidemic model for COVID-19 using accumulated deaths |
title_full_unstemmed | Effective epidemic model for COVID-19 using accumulated deaths |
title_short | Effective epidemic model for COVID-19 using accumulated deaths |
title_sort | effective epidemic model for covid-19 using accumulated deaths |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7826015/ https://www.ncbi.nlm.nih.gov/pubmed/33519102 http://dx.doi.org/10.1016/j.chaos.2021.110667 |
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