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2.
Comput Math Methods Med ; 2021: 8873059, 2021.
Article in English | MEDLINE | ID: covidwho-1362017

ABSTRACT

When encountering the outbreak and early spreading of COVID-19, the Government of Japan imposed gradually upgraded restriction policies and declared the state of emergency in April 2020 for the first time. To evaluate the efficacy of the countering strategies in different periods, we constructed a SEIADR (susceptible-exposed-infected-asymptomatic-documented-recovered) model to simulate the cases and determined corresponding spreading coefficients. The effective reproduction number R t was obtained to evaluate the measures controlling the COVID-19 conducted by the Government of Japan during different stages. It was found that the strict containing strategies during the state of emergency period drastically inhibit the COVID-19 trend. R t was decreased to 1.1123 and 0.8911 in stages 4 and 5 (a state of emergency in April and May 2020) from 3.5736, 2.0126, 3.0672 in the previous three stages when the containing strategies were weak. The state of emergency was declared again in view of the second wave of massive infections in January 2021. We estimated the cumulative infected cases and additional days to contain the COVID-19 transmission for the second state of emergency using this model. R t was 1.028 which illustrated that the strategies were less effective than the previous state of emergency. Finally, the overall infected population was predicted using combined isolation and testing intensity; the effectiveness and the expected peak time were evaluated. If using the optimized control strategies in the current stage, the spread of COVID-19 in Japan could be controlled within 30 days. The total confirmed cases should reduce to less than 4.2 × 105 by April 2021. This model study suggested stricter isolating measures may be required to shorten the period of the state of emergency.


Subject(s)
COVID-19/epidemiology , COVID-19/transmission , Emergencies , Models, Biological , Pandemics , SARS-CoV-2 , Algorithms , COVID-19/prevention & control , COVID-19 Testing/methods , COVID-19 Testing/statistics & numerical data , Communicable Disease Control/legislation & jurisprudence , Communicable Disease Control/methods , Communicable Disease Control/statistics & numerical data , Computational Biology , Computer Simulation , Humans , Japan/epidemiology , Least-Squares Analysis , Mathematical Concepts , Models, Statistical , National Health Programs/legislation & jurisprudence , Nonlinear Dynamics , Pandemics/prevention & control , Pandemics/statistics & numerical data
5.
Cad Saude Publica ; 36(5): e00088920, 2020.
Article in English, Portuguese | MEDLINE | ID: covidwho-818364

ABSTRACT

COVID-19 has created enormous challenges for health systems worldwide, with the rapidly growing number of deaths and critical patients with pneumonia requiring ventilatory support. Alternative methods to control the spread of the disease such as social isolation, extreme quarantine measures, and contact tracing have been used around the world. However, these measures may not be totally effective to fight COVID-19, in step with the necessary national preparations to meet the new patient care demands. A wide range of digital technologies can be used to enhance these public health strategies, and the pandemic has sparked increasing use of telehealth. This field has grown considerably in Brazil in recent years. Still, despite the intense proliferation of recommendations and rules, until the current pandemic the country still lacked a fully consolidated regulatory framework. The emergence of COVID-19 marks a key moment in the expansion of applications and use of telehealth for improving the health system's response to the current crisis. The article discusses telehealth's contribution to the fight against COVID-19 and the recent initiatives triggered in Brazil as opportunities for the consolidation of telemedicine and improvement of the Brazilian Unified National Health System. The authors conclude that telehealth offers capabilities for remote screening, care and treatment, and assists monitoring, surveillance, detection, prevention, and mitigation of the impacts on healthcare indirectly related to COVID-19. The initiatives triggered in this process can reshape the future space of telemedicine in health services in the territory.


Subject(s)
Coronavirus Infections/epidemiology , Pneumonia, Viral/epidemiology , Telemedicine/trends , Brazil/epidemiology , COVID-19 , Health Education/methods , Humans , National Health Programs/legislation & jurisprudence , National Health Programs/organization & administration , Pandemics/legislation & jurisprudence , Remote Consultation/trends , Telemedicine/legislation & jurisprudence , Telemedicine/methods
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