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COVID-19 which has spread in Iran from February 19, 2020, has infected 202,584 people and killed 9,507 people until June 20, 2020. The immediate suggested solution to prevent the spread of this virus was to avoid traveling around. In this…

应用统计 · 统计学 2021-09-24 Soheil Shirvani , Anita Ghandehari , Hadi Moradi

Measuring the prevalence of active SARS-CoV-2 infections in the general population is difficult because tests are conducted on a small and non-random segment of the population. However, people admitted to the hospital for non-COVID reasons…

计量经济学 · 经济学 2021-03-23 Daniel W. Sacks , Nir Menachemi , Peter Embi , Coady Wing

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…

机器学习 · 计算机科学 2021-03-18 Jafar Abdollahi , Amir Jalili Irani , Babak Nouri-Moghaddam

Tobacco use remains a leading preventable contributor to serious health conditions in the United States, notably chronic obstructive pulmonary disease (COPD) and severe COVID-19 complications. Within Louisiana's Medicaid population, tobacco…

定量方法 · 定量生物学 2025-03-20 Yead Rahman , Prerna Dua

The lack of quantitative risk assessment of airborne transmission of COVID-19 under practical settings leads to large uncertainties and inconsistencies in our preventive measures. Combining in situ measurements and numerical simulations, we…

医学物理 · 物理学 2020-07-27 Siyao Shao , Dezhi Zhou , Ruichen He , Jiaqi Li , Shufan Zou , Kevin Mallery , Santosh Kumar , Suo Yang , Jiarong Hong

A key challenge in estimating the infection fatality rate (IFR) -- and its relation with various factors of interest -- is determining the total number of cases. The total number of cases is not known because not everyone is tested, but…

Iran, along with China, South Korea, and Italy was among the countries that were hit hard in the first wave of the COVID-19 spread. Twitter is one of the widely-used online platforms by Iranians inside and abroad for sharing their opinion,…

社会与信息网络 · 计算机科学 2020-05-19 Pedram Hosseini , Poorya Hosseini , David A. Broniatowski

While image analysis of chest computed tomography (CT) for COVID-19 diagnosis has been intensively studied, little work has been performed for image-based patient outcome prediction. Management of high-risk patients with early intervention…

We propose a partial identification method for estimating disease prevalence from serology studies. Our data are results from antibody tests in some population sample, where the test parameters, such as the true/false positive rates, are…

统计方法学 · 统计学 2020-06-30 Panos Toulis

Objective: To conduct a meta-analysis of current studies that examined sex differences in severity and mortality in patients with COVID-19, and identify potential mechanisms underpinning these differences. Methods: We performed a systematic…

We develop and analyze in this work an epidemiological model for COVID-19 using Tunisian data. Our aims are first to evaluate Tunisian control policies for COVID-19 and secondly to understand the effect of different screening, quarantine…

种群与进化 · 定量生物学 2020-05-05 Slimane Ben Miled , Amira Kebir

During the current Covid-19 pandemic in Italy, official data are collected with medical swabs following a pure convenience criterion which, at least in an early phase, has privileged the exam of patients showing evident symptoms. However,…

定量方法 · 定量生物学 2020-05-18 Francesca Bassi , Giuseppe Arbia , Pietro Demetrio Falorsi

In India the COVID-19 infected population has not yet been accurately established. As always in the early stages of any epidemic, the need to test serious cases first has meant that the population with asymptomatic or mild sub-clinical…

种群与进化 · 定量生物学 2020-04-09 Sourendu Gupta , R. Shankar

Since the beginning of 2020, the coronavirus disease 2019 (COVID-19) has spread rapidly in the city of Wuhan, P.R. China, and subsequently, across the world. The swift spread of the virus is largely attributed to its stealth transmissions…

应用统计 · 统计学 2020-04-06 Grace Yi , Wenqing He , Dennis Kon-Jin Lin , Chun-Ming Yu

As a consequence of missing data on tests for infection and imperfect accuracy of tests, reported rates of population infection by the SARS CoV-2 virus are lower than actual rates of infection. Hence, reported rates of severe illness…

计量经济学 · 经济学 2020-04-27 Charles F. Manski , Francesca Molinari

Large scale virological testing of SARS-Cov2 is implemented since May 2020 in France. We assume that the positivity of asymptomatic people not being contact cases (ANBC) is representative of the positivity of the whole French population,…

种群与进化 · 定量生物学 2020-11-03 Guillaume Malpuech , Anne Tournadre , Francois Berry , Laurent Gerbaud

The world has been affected by COVID-19 coronavirus. At the time of this study, the number of infected people in the United States is the highest globally (7.9 million infections). Within the infected population, patients diagnosed with…

计算机与社会 · 计算机科学 2020-11-23 Milad Asgari Mehrabadi , Seyed Amir Hossein Aqajari , Iman Azimi , Charles A Downs , Nikil Dutt , Amir M Rahmani

With the ongoing COVID-19 pandemic, understanding the characteristics of the virus has become an important and challenging task in the scientific community. While tests do exist for COVID-19, the goal of our research is to explore other…

计算机视觉与模式识别 · 计算机科学 2021-12-02 Jacob Householder , Andrew Householder , John Paul Gomez-Reed , Fredrick Park , Shuai Zhang

It is crucial for policymakers to understand the community prevalence of COVID-19 so combative resources can be effectively allocated and prioritized during the COVID-19 pandemic. Traditionally, community prevalence has been assessed…

We develop a statistical model for the testing of disease prevalence in a population. The model assumes a binary test result, positive or negative, but allows for biases in sample selection and both type I (false positive) and type II…

应用统计 · 统计学 2021-12-28 Lucas Böttcher , Maria R. D'Orsogna , Tom Chou
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