Forecasting Covid-19 dynamics in Brazil: a data driven approach
The contribution of this paper is twofold. First, a new data driven approach for predicting the
Covid-19 pandemic dynamics is introduced. The second contribution consists in reporting …
Covid-19 pandemic dynamics is introduced. The second contribution consists in reporting …
Towards providing effective data-driven responses to predict the Covid-19 in São Paulo and Brazil
São Paulo is the most populous state in Brazil, home to around 22% of the country's
population. The total number of Covid-19-infected people in São Paulo has reached more …
population. The total number of Covid-19-infected people in São Paulo has reached more …
Epidemiology of COVID-19 in Brazil: using a mathematical model to estimate the outbreak peak and temporal evolution
Y Tang, TDA Serdan, LN Masi, S Tang… - Emerging microbes & …, 2020 - Taylor & Francis
Coronavirus disease 2019 (COVID-19) pandemic is vastly spreading worldwide, with more
than 7.4 million confirmed cases and 418,294 deaths (5.64% mortality rate) on 12 June …
than 7.4 million confirmed cases and 418,294 deaths (5.64% mortality rate) on 12 June …
Mathematical parameters of the COVID-19 epidemic in Brazil and evaluation of the impact of different public health measures
A SIRU-type epidemic model is employed for the prediction of the COVID-19 epidemy
evolution in Brazil, and analyze the influence of public health measures on simulating the …
evolution in Brazil, and analyze the influence of public health measures on simulating the …
[HTML][HTML] Estimation and prediction of COVID-19 cases in Brazilian metropolises
Objective to estimate the transmission rate, the epidemiological peak, and the number of
deaths by the new coronavirus. Method a mathematical and epidemiological model of …
deaths by the new coronavirus. Method a mathematical and epidemiological model of …
Covid-19 dynamic monitoring and real-time spatio-temporal forecasting
CC da Silva, CL de Lima, ACG da Silva… - Frontiers in public …, 2021 - frontiersin.org
Background: Periodically, humanity is often faced with new and emerging viruses that can
be a significant global threat. It has already been over a century post—the Spanish Flu …
be a significant global threat. It has already been over a century post—the Spanish Flu …
[HTML][HTML] COVID-19 epidemic in Brazil: Where are we at?
A de Paula Lobo, AC Cardoso-dos-Santos… - International Journal of …, 2020 - Elsevier
Objetive To analyze the trends of COVID-19 in Brazil in 2020 by Federal Units (FU). Method
Ecological time-series based on cumulative confirmed cases of COVID-19 from March 11 to …
Ecological time-series based on cumulative confirmed cases of COVID-19 from March 11 to …
COVID-19: Forecasting confirmed cases and deaths with a simple time series model
Forecasting the outcome of outbreaks as early and as accurately as possible is crucial for
decision-making and policy implementations. A significant challenge faced by forecasters is …
decision-making and policy implementations. A significant challenge faced by forecasters is …
Modelling the initial epidemic trends of COVID-19 in Italy, Spain, Germany, and France
K Wang, L Ding, Y Yan, C Dai, M Qu, D Jiayi, X Hao - PloS one, 2020 - journals.plos.org
The Coronavirus Disease 2019 (COVID-19) has fast spread to over 200 countries and
regions worldwide since its outbreak, while in March, Europe became the emerging …
regions worldwide since its outbreak, while in March, Europe became the emerging …
Artificial neural networks for short-term forecasting of cases, deaths, and hospital beds occupancy in the COVID-19 pandemic at the Brazilian Amazon
MB Braga, RS Fernandes, GN Souza Jr, JEC Rocha… - PloS one, 2021 - journals.plos.org
The first case of the novel coronavirus in Brazil was notified on February 26, 2020. After 21
days, the first case was reported in the second largest State of the Brazilian Amazon. The …
days, the first case was reported in the second largest State of the Brazilian Amazon. The …