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Related papers: Computing the Death Rate of COVID-19

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We consider the pandemic spreading of COVID-19 for some selected countries after the outbreak of the coronavirus in Wuhan City, China. We estimated the infection rate and the initial infected individuals of COVID-19 by using the officially…

Populations and Evolution · Quantitative Biology 2020-04-28 Seo Yoon Chae , Kyoung-Eun Lee , Hyun Min Lee , Nam Jun , Quang Ahn Le , Biseko Juma Mafwele , Tae Ho Lee , Doo Hwan Kim , Jae Woo Lee

Background: We estimate the overall quality of response to the Covid-19 pandemic in the first 18 months, using a small number of known parameters and a proposed method that is reasonably robust to the uncertainties in the data. Methods: The…

Physics and Society · Physics 2022-05-09 Thilakam Venkatapathi , Murugesan Venkatapathi

The novel coronavirus disease (COVID-19) is a public health problem once according to the World Health Organization up to June 10th, 2020, more than 7.1 million people were infected, and more than 400 thousand have died worldwide. In the…

Populations and Evolution · Quantitative Biology 2020-07-22 Ramon Gomes da Silva , Matheus Henrique Dal Molin Ribeiro , Viviana Cocco Mariani , Leandro dos Santos Coelho

Using the classical Susceptible-Infected-Recovered epidemiological model, an analytical formula is derived for the number of beds occupied by Covid-19 patients. The analytical curve is fitted to data in Belgium, France, New York City and…

Populations and Evolution · Quantitative Biology 2021-02-22 Gregory Kozyreff

The difference in COVID 19 death rates across political regimes has caught a lot of attention. The "efficient autocracy" view suggests that autocracies may be more efficient at putting in place policies that contain COVID 19 spread. On the…

General Economics · Economics 2021-01-26 Guilhem Cassan , Milan Van Steenvoort

The COVID-19 pandemic has created an urgent need for robust, scalable monitoring tools supporting stratification of high-risk patients. This research aims to develop and validate prediction models, using the UK Biobank, to estimate COVID-19…

This study aims to statistically assess the effectiveness of vaccination against SARS-CoV-2. It is indispensable to investigate the relationship between Covid-19 deadliness and vaccination in order to study the impact of vaccine in…

Quantitative Methods · Quantitative Biology 2022-02-04 MD. Rayhan , M. Abdullah-Al-Wadud , M. Helal Uddin Ahmed

The recent global outbreak of covid-19 is affecting many countries around the world. Due to the growing number of newly infected individuals and the health-care system bottlenecks, it will be useful to predict the upcoming number of…

Machine Learning · Computer Science 2021-03-18 Jafar Abdollahi , Amir Jalili Irani , Babak Nouri-Moghaddam

Due to delay in reporting, the daily national and statewide COVID-19 incidence counts are often unreliable and need to be estimated from recent data. This process is known in economics as nowcasting. We describe in this paper a simple…

Quantitative Methods · Quantitative Biology 2021-04-07 Saumya Yashmohini Sahai , Saket Gurukar , Wasiur R. KhudaBukhsh , Srinivasan Parthasarathy , Grzegorz A. Rempala

Covid-19 is raging a devastating trail with the highest mortality-to-infected ratio ever for a pandemic. Lack of vaccine and therapeutic has rendered social exclusion through lockdown as the singular mode of containment. Harnessing the…

Quantitative Methods · Quantitative Biology 2020-09-14 Amit k Chattopadhyay , Debajyot Choudhury , Goutam Ghosh , Bidisha Kundu , Sujit Kumar Nath

This study aims to determine the demographic, epidemiologic, and clinical characteristics of COVID-19 cases that are highly susceptible to COVID-19 infection, with longer hospitalization and at higher risk of mortality and to provide…

Quantitative Methods · Quantitative Biology 2021-06-08 Roel F. Ceballos

Early assessments of the spreading rate of COVID-19 were subject to significant uncertainty, as expected with limited data and difficulties in case ascertainment, but more reliable inferences can now be made. Here, we estimate from European…

This paper applies multiple machine learning (ML) algorithms to a dataset of de-identified COVID-19 patients provided by the COVID-19 Research Database. The dataset consists of 20,878 COVID-positive patients, among which 9,177 patients died…

Machine Learning · Computer Science 2023-03-02 Redoan Rahman , Jooyeong Kang , Justin F Rousseau , Ying Ding

Background: Northern Italy was one of the most impacted areas by COVID. It is now widely assumed that the virus was silently spreading for at least 2 weeks before the first patient was identified. During this silent phase, and in the…

Populations and Evolution · Quantitative Biology 2020-08-11 Luca Presotto

Objective: To make an estimate of the excess deaths caused by COVID-19 in the non-violent mortality of Peru, controlling for the effect of quarantine. Methods: Analysis of longitudinal data from the departments of Peru using official public…

Populations and Evolution · Quantitative Biology 2020-07-07 Ronal Arela-Bobadilla

Authors Yi-Cheng Chen, Ping-En Lu, Cheng-Shang Chang, and Tzu-Hsuan Liu use the Finite Impulse Response (FIR) linear system filtering method to track and predict the number of people infected and recovered from COVID-19, in a pandemic…

Machine Learning · Statistics 2025-06-30 Felipe Rogério Pimentel , Rafael Gustavo Alves

While COVID-19 is rapidly propagating around the globe, the need for providing real-time forecasts of the epidemics pushes fits of dynamical and statistical models to available data beyond their capabilities. Here we focus on statistical…

Populations and Evolution · Quantitative Biology 2020-06-08 Tommaso Alberti , Davide Faranda

During the current COVID-19 pandemic it is imperative to give early warnings to reduce mortality. However, non-specialist such as authorities and the general population face several problems to understand the real thread of this pandemic,…

Medical Physics · Physics 2020-03-25 R. I. Gonzalez , F. Munoz , P. S. Moya , M. Kiwi

A new epidemic model for Covid-19 has been constructed and simulated for eight US states. The coefficients for this model, based on seven coupled differential equations, are carefully evaluated against recorded data on cases and deaths.…

Populations and Evolution · Quantitative Biology 2020-07-23 Fazle Hussain , Zeina S. Khan , Frank Van Bussel

We assess the impact of COVID-19 response measures implemented in Germany and Switzerland on cumulative COVID-19-related hospitalization and death rates. Our analysis exploits the fact that the epidemic was more advanced in some regions…

Populations and Evolution · Quantitative Biology 2020-06-22 Martin Huber , Henrika Langen
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