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Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz

During the international health crisis caused by the COVID-19 pandemic, it is necessary not only to know the data on infections, deaths and the occupation of hospital beds, but also to make predictions that help health authorities in the management of the crisis. The present work aims to describe th...

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Autores principales: Sánchez-Villegas, Pablo, Daponte Codina, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SESPAS. Published by Elsevier España, S.L.U. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256556/
https://www.ncbi.nlm.nih.gov/pubmed/32680658
http://dx.doi.org/10.1016/j.gaceta.2020.05.005
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author Sánchez-Villegas, Pablo
Daponte Codina, Antonio
author_facet Sánchez-Villegas, Pablo
Daponte Codina, Antonio
author_sort Sánchez-Villegas, Pablo
collection PubMed
description During the international health crisis caused by the COVID-19 pandemic, it is necessary not only to know the data on infections, deaths and the occupation of hospital beds, but also to make predictions that help health authorities in the management of the crisis. The present work aims to describe the methodology used to develop predictive models of infections and deaths for the COVID-19 epidemic in Spain, based on Gompertz curves. The methodology is applied to the country as a whole and to each of its Autonomous Communities. Based on the official data available on the date of this work, and through the models described, we estimate a total of around 240.000 infected and 25.000 deaths at the end of the epidemic. At a national level, we forecast the end of the epidemic between June and July 2020.
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spelling pubmed-72565562020-05-29 Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz Sánchez-Villegas, Pablo Daponte Codina, Antonio Gac Sanit Nota Metodológica During the international health crisis caused by the COVID-19 pandemic, it is necessary not only to know the data on infections, deaths and the occupation of hospital beds, but also to make predictions that help health authorities in the management of the crisis. The present work aims to describe the methodology used to develop predictive models of infections and deaths for the COVID-19 epidemic in Spain, based on Gompertz curves. The methodology is applied to the country as a whole and to each of its Autonomous Communities. Based on the official data available on the date of this work, and through the models described, we estimate a total of around 240.000 infected and 25.000 deaths at the end of the epidemic. At a national level, we forecast the end of the epidemic between June and July 2020. SESPAS. Published by Elsevier España, S.L.U. 2021 2020-05-29 /pmc/articles/PMC7256556/ /pubmed/32680658 http://dx.doi.org/10.1016/j.gaceta.2020.05.005 Text en © 2020 SESPAS. Published by Elsevier España, S.L.U. 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 Nota Metodológica
Sánchez-Villegas, Pablo
Daponte Codina, Antonio
Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz
title Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz
title_full Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz
title_fullStr Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz
title_full_unstemmed Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz
title_short Modelos predictivos de la epidemia de COVID-19 en España con curvas de Gompertz
title_sort modelos predictivos de la epidemia de covid-19 en españa con curvas de gompertz
topic Nota Metodológica
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256556/
https://www.ncbi.nlm.nih.gov/pubmed/32680658
http://dx.doi.org/10.1016/j.gaceta.2020.05.005
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