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1.
Math Biosci Eng ; 17(4): 2781-2791, 2020 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-32987495

RESUMO

The outbreak of coronavirus disease 2019 (COVID-19) in Wuhan, which is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is still severe. In order to optimize the epidemic response strategy, it is urgent to evaluate the implemented prevention and control interventions (PCIs). Based on the reported data of Chongqing and Guizhou Provinces, the phased dynamic models of COVID-19 were constructed, the average intensity of the existing PCIs (from January 25 to March 2) was estimated in these two provinces. The results indicate that both provinces have carried out better control of the infected, but there are still differences in the intensity of control for people who need close observation. Especially in Chongqing, the estimated strength is significantly smaller than that in Guizhou. Furthermore, qualitative evaluations on the epidemic of COVID-19 under different PCIs scenarios suggest that containment strategy is still necessary to ensure the safety of resumption of work and school, and quarantining the city of Wuhan is an important and effective containment strategy to reduce the epidemic in other provinces.


Assuntos
Betacoronavirus , Infecções por Coronavirus/epidemiologia , Infecções por Coronavirus/prevenção & controle , Pandemias/prevenção & controle , Pneumonia Viral/epidemiologia , Pneumonia Viral/prevenção & controle , Algoritmos , Número Básico de Reprodução/estatística & dados numéricos , COVID-19 , China/epidemiologia , Simulação por Computador , Infecções por Coronavirus/transmissão , Humanos , Conceitos Matemáticos , Modelos Biológicos , Pandemias/estatística & dados numéricos , Pneumonia Viral/transmissão , Quarentena/métodos , Quarentena/estatística & dados numéricos , SARS-CoV-2
2.
Math Biosci Eng ; 16(4): 2168-2188, 2019 03 12.
Artigo em Inglês | MEDLINE | ID: mdl-31137205

RESUMO

Background: Several outbreaks of severe hand-foot-mouth disease (HFMD) in East Asia and Southwest Asia in recent years have had a serious impact on the countries. However, the factors that contribute to annual multiple-peak pattern of HFMD outbreaks, and how and when do these factors play the decisive role in the HFMD transmission is still unclear. METHODS: Based on the surveillance data of HFMD between 1 January 2010 to 31 December 2015 in Wenzhou, China, the daily modelfree basic reproduction number and its annual average were first estimated by incorporating incubation and infection information, then the annual model-based basic reproduction number was computed by the proposed kinetic model, and finally the potential impact factors of multiple-peak pattern are assessed through the global and time-varying sensitivity analyses. RESULTS: All annual model-based and model-free basic reproduction numbers were significantly higher than one. The school opening both in the spring and fall semester, meteorological e ect in the spring semester, and the interactions among them were strongly correlated with the annual model-based basic reproduction number, which were the main underlying factors on the annual multiple-peak pattern of HFMD outbreaks. CONCLUSIONS: School opening was primarily responsible for peaks of HFMD outbreaks and meteorological factors in the spring semester should also be highly concerned. The optimum timing for social distance implementation is at the beginning of every school semester and health education focusing on personal hygiene and good sanitation should be highlighted in the spring semester.


Assuntos
Número Básico de Reprodução , Surtos de Doenças , Enterovirus , Doença de Mão, Pé e Boca/epidemiologia , China/epidemiologia , Simulação por Computador , Epidemias , Doença de Mão, Pé e Boca/virologia , Humanos , Incidência , Cadeias de Markov , Modelos Teóricos , Método de Monte Carlo , Reprodutibilidade dos Testes , Estações do Ano
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