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Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals

INTRODUCTION: Currently, several countries are facing severe public health and policy challenges when designing their COVID-19 screening strategy. A quantitative analysis of the potential impact that combing the Rapid Antigen Test (RAT; Wet screening) and digital checker (Dry screening) can have on...

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Autores principales: Po (Harvey) Chin, Yen, Song, Wenyu, Islam, Md Mohaimenul, Bates, David W., Zhou, Li, Chuan (Jack) Li, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Published by Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882032/
https://www.ncbi.nlm.nih.gov/pubmed/35272147
http://dx.doi.org/10.1016/j.cmpb.2022.106715
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author Po (Harvey) Chin, Yen
Song, Wenyu
Islam, Md Mohaimenul
Bates, David W.
Zhou, Li
Chuan (Jack) Li, Yu
author_facet Po (Harvey) Chin, Yen
Song, Wenyu
Islam, Md Mohaimenul
Bates, David W.
Zhou, Li
Chuan (Jack) Li, Yu
author_sort Po (Harvey) Chin, Yen
collection PubMed
description INTRODUCTION: Currently, several countries are facing severe public health and policy challenges when designing their COVID-19 screening strategy. A quantitative analysis of the potential impact that combing the Rapid Antigen Test (RAT; Wet screening) and digital checker (Dry screening) can have on the healthcare system is lacking. METHOD: We created a hypothetical COVID-19 cohort for the analysis. The population size was set as 10 million with three levels of disease prevalence (10%, 1%, or 0.1%) under the assumption that a positive test result will lead to quarantine. A digital checker and two RATs are used for analysis. We further hypothesized two scenarios: RAT only and RAT plus digital checker. We then calculated the number of quarantined in both scenarios and compared the two to understand the benefits of sequential coupling of a digital checker with a RAT. RESULT: Sequential coupling of the digital checker and RAT can significantly reduce the number of individuals quarantined to 0.95-1.33M, 0.86-1.29M, and 0.86-1.29M, respectively, under the three different prevalence levels. CONCLUSION: Sequential coupling of digital checker and RAT at a population level for COVID-19 positive test to reduce the number of people who require quarantine and alleviating stress on the overburdened healthcare systems during the COVID-19 pandemic.
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spelling pubmed-88820322022-02-28 Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals Po (Harvey) Chin, Yen Song, Wenyu Islam, Md Mohaimenul Bates, David W. Zhou, Li Chuan (Jack) Li, Yu Comput Methods Programs Biomed Article INTRODUCTION: Currently, several countries are facing severe public health and policy challenges when designing their COVID-19 screening strategy. A quantitative analysis of the potential impact that combing the Rapid Antigen Test (RAT; Wet screening) and digital checker (Dry screening) can have on the healthcare system is lacking. METHOD: We created a hypothetical COVID-19 cohort for the analysis. The population size was set as 10 million with three levels of disease prevalence (10%, 1%, or 0.1%) under the assumption that a positive test result will lead to quarantine. A digital checker and two RATs are used for analysis. We further hypothesized two scenarios: RAT only and RAT plus digital checker. We then calculated the number of quarantined in both scenarios and compared the two to understand the benefits of sequential coupling of a digital checker with a RAT. RESULT: Sequential coupling of the digital checker and RAT can significantly reduce the number of individuals quarantined to 0.95-1.33M, 0.86-1.29M, and 0.86-1.29M, respectively, under the three different prevalence levels. CONCLUSION: Sequential coupling of digital checker and RAT at a population level for COVID-19 positive test to reduce the number of people who require quarantine and alleviating stress on the overburdened healthcare systems during the COVID-19 pandemic. Published by Elsevier B.V. 2022-05 2022-02-26 /pmc/articles/PMC8882032/ /pubmed/35272147 http://dx.doi.org/10.1016/j.cmpb.2022.106715 Text en © 2022 Published by Elsevier B.V. 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
Po (Harvey) Chin, Yen
Song, Wenyu
Islam, Md Mohaimenul
Bates, David W.
Zhou, Li
Chuan (Jack) Li, Yu
Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals
title Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals
title_full Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals
title_fullStr Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals
title_full_unstemmed Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals
title_short Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals
title_sort sequential coupling of dry and wet covid-19 screening to reduce the number of quarantined individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882032/
https://www.ncbi.nlm.nih.gov/pubmed/35272147
http://dx.doi.org/10.1016/j.cmpb.2022.106715
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