Covid-19 has exerted tremendous pressure on countries' resources, especially the health sector. Thus, it was important for governments to predict the number of new covid-19 cases to face this sudden epidemic. Deep learning techniques have shown success in...Al-Shihabi, Sameh...
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The Forecast Hub was launched in early April 2020 and contains real-time forecasts of reported COVID-19 cases, hospitalizations, and deaths. As of May 3rd, 2022, the Forecast Hub had collected over 92 million individual point or quantile predictions contained within over 6,600 submitted forecast...
(MAE) was 605.4 and decreased with a decrease in the total number of cases during the testing interval. The model was able to capture the effect of government responses on COVID-19 cases. Also, it was able to capture the effect of age demographics on the COVID-19 spread. It showed tha...
Currently, a very limited number of containment mitigation measures are in place in Syria. Should this continue to be the case and with low improvement of public commitment, our modelling predicts around 2 million COVID-19 active cases by end of August 2020. ...
COVID-19Health AnalyticsDemand PlanningEnsemble MethodsBy early May 2020, the number of new infections of COVID-19 started to increase rapidly in Chile, threatening the ability of health services to accommodate all incoming cases. Suddenly, ICU capacity planning became a first-order concern and ...
Polish Health Minister Lukasz Szumowski has said that thanks to its restrictive measures, Poland had significantly contained the spread of the novel coronavirus, and the country might register 10,000 cases at the peak. The number of confirmed COVID-19 cases in Poland has reached 5,000, with 13...
This work is motivated by the disease caused by the novel corona virus Covid-19, rapid spread in India. An encyclopaedic search from India and worldwide social networking sites was performed between 1 March 2020 and 20 Jun 2020. Nowadays social network p
Covid 19 Cases in China. Available from: https://www.worldometers.info/coronavirus/country/china/. (Accesses 26 April 2020). Google Scholar [12] V. Wang, Coronavirus Epidemic Keeps Growing, But Spread in China Slows. New York Times. https://www.nytimes.com/2020/02/18/world/asia/china-...
We used the data titled "Coronavirus Pandemic (COVID-19)" from "'Our World in Data" about cases for the period of 31 December 2019 to 21 November 2020. The Mean Absolute Percentage Error (MAPE) is computed per model to make the choice of the best fit. Among the univariate models, ...