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Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS
The Instituto Mexicano del Seguro Social (IMSS) developed and implemented epidemic monitoring and modeling tools to support the organization and planning of an adequate and timely response to the COVID-19 health emergency. The aim of this article is to describe the methodology and results of the ear...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Instituto Mexicano del Seguro Social
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652999/ https://www.ncbi.nlm.nih.gov/pubmed/36796101 |
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author | Fernández-Gárate, José Esteban González-Cruz, Aide Jazmín Zenil-Pérez, Jorge Medina-Reyes, Ismael Seth Frances-Salgado, Humberto Romero-Guerrero, Xóchitl Refugio |
author_facet | Fernández-Gárate, José Esteban González-Cruz, Aide Jazmín Zenil-Pérez, Jorge Medina-Reyes, Ismael Seth Frances-Salgado, Humberto Romero-Guerrero, Xóchitl Refugio |
author_sort | Fernández-Gárate, José Esteban |
collection | PubMed |
description | The Instituto Mexicano del Seguro Social (IMSS) developed and implemented epidemic monitoring and modeling tools to support the organization and planning of an adequate and timely response to the COVID-19 health emergency. The aim of this article is to describe the methodology and results of the early outbreak detection tool called COVID-19 Alert. An early warning traffic light was developed that uses time series analysis and a Bayesian method of early detection of outbreaks from electronic records on COVID-19 for suspected cases, confirmed cases, disabilities, hospitalizations, and deaths. Through Alerta COVID-19, the beginning of the fifth wave of COVID-19 in the IMSS was detected in a timely manner, three weeks before the official declaration. The proposed method is aimed at generating early warnings before the start of a new wave of COVID-19, monitoring the serious phase of the epidemic, and supporting decision-making within the institution; unlike other tools that have an approach aimed at communicating risks to the community. We can conclude that the Alerta COVID-19 is an agile tool that incorporates robust methods for the early detection of outbreaks. |
format | Online Article Text |
id | pubmed-10652999 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Instituto Mexicano del Seguro Social |
record_format | MEDLINE/PubMed |
spelling | pubmed-106529992022-11-01 Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS Fernández-Gárate, José Esteban González-Cruz, Aide Jazmín Zenil-Pérez, Jorge Medina-Reyes, Ismael Seth Frances-Salgado, Humberto Romero-Guerrero, Xóchitl Refugio Rev Med Inst Mex Seguro Soc Artículo De Opinión The Instituto Mexicano del Seguro Social (IMSS) developed and implemented epidemic monitoring and modeling tools to support the organization and planning of an adequate and timely response to the COVID-19 health emergency. The aim of this article is to describe the methodology and results of the early outbreak detection tool called COVID-19 Alert. An early warning traffic light was developed that uses time series analysis and a Bayesian method of early detection of outbreaks from electronic records on COVID-19 for suspected cases, confirmed cases, disabilities, hospitalizations, and deaths. Through Alerta COVID-19, the beginning of the fifth wave of COVID-19 in the IMSS was detected in a timely manner, three weeks before the official declaration. The proposed method is aimed at generating early warnings before the start of a new wave of COVID-19, monitoring the serious phase of the epidemic, and supporting decision-making within the institution; unlike other tools that have an approach aimed at communicating risks to the community. We can conclude that the Alerta COVID-19 is an agile tool that incorporates robust methods for the early detection of outbreaks. Instituto Mexicano del Seguro Social 2022 /pmc/articles/PMC10652999/ /pubmed/36796101 Text en Licencia CC 4.0 (BY-NC-ND) © 2023 Revista Médica del Instituto Mexicano del Seguro Social. https://creativecommons.org/licenses/by-nc-nd/4.0/Esta obra está bajo una Licencia Creative Commons Atribución-NoComercial-SinDerivar 4.0 Internacional. |
spellingShingle | Artículo De Opinión Fernández-Gárate, José Esteban González-Cruz, Aide Jazmín Zenil-Pérez, Jorge Medina-Reyes, Ismael Seth Frances-Salgado, Humberto Romero-Guerrero, Xóchitl Refugio Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS |
title | Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS |
title_full | Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS |
title_fullStr | Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS |
title_full_unstemmed | Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS |
title_short | Alerta temprana de brotes COVID-19 para planear la respuesta en el IMSS |
title_sort | alerta temprana de brotes covid-19 para planear la respuesta en el imss |
topic | Artículo De Opinión |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652999/ https://www.ncbi.nlm.nih.gov/pubmed/36796101 |
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