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相关论文: Religious Festivals and Influenza

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Early prediction of the prevalence of influenza reduces its impact. Various studies have been conducted to predict the number of influenza-infected people. However, these studies are not highly accurate especially in the distant future such…

机器学习 · 计算机科学 2019-07-08 Kenjiro Kondo , Akihiko Ishikawa , Masashi Kimura

We present a machine learning-based methodology capable of providing real-time ("nowcast") and forecast estimates of influenza activity in the US by leveraging data from multiple data sources including: Google searches, Twitter microblogs,…

This scientometric study analyzes Avian Influenza research from 2014 to 2023 using bibliographic data from the Web of Science database. We examined publication trends, sources, authorship, collaborative networks, document types, and…

The accurate forecasting of infectious epidemic diseases such as influenza is a crucial task undertaken by medical institutions. Although numerous flu forecasting methods and models based mainly on historical flu activity data and online…

机器学习 · 计算机科学 2021-07-08 Taichi Murayama , Shoko Wakamiya , Eiji Aramaki

Background: The pandemic of influenza A (H1N1) is a serious on-going global public crisis. Understanding its spreading dynamics is of fundamental importance for both public health and scientific researches. Recent studies have focused…

物理与社会 · 物理学 2015-03-13 Xiao-Pu Han , Bing-Hong Wang , Chang-Song Zhou , Tao Zhou , Jun-Fang Zhu

Background: There is limited information on the volume of influenza-associated mortality in Russia. Methods: Using previously developed methodology (Goldstein et al., Epidemiology 2012), we regressed the monthly rates of mortality for…

种群与进化 · 定量生物学 2019-09-10 Edward Goldstein

Background: Information on influenza-associated mortality in Russia is limited. Methods: Using previously developed methodology (Goldstein et al., Epidemiology 2012), we regressed the monthly rates of mortality for respiratory causes, as…

种群与进化 · 定量生物学 2019-12-02 Edward Goldstein

Influenza remains a significant burden on health systems. Effective responses rely on the timely understanding of the magnitude and the evolution of an outbreak. For monitoring purposes, data on severe cases of influenza in England are…

The Influenza A virus belongs to the Orthomyxoviridae family. Influenza virus infection occurs yearly in all countries of the world. It usually kills between 250,000 and 500,000 people and causes severe illness in millions more. Over the…

细胞行为 · 定量生物学 2014-11-25 Juliana Silva Capitanio , Richard W. Wozniak

Influenza, an infectious disease, causes many deaths worldwide. Predicting influenza victims during epidemics is an important task for clinical, hospital, and community outbreak preparation. On-line user-generated contents (UGC), primarily…

计算机与社会 · 计算机科学 2021-04-15 Taichi Murayama , Nobuyuki Shimizu , Sumio Fujita , Shoko Wakamiya , Eiji Aramaki

Pandemic influenza has great potential to cause large and rapid increases in deaths and serious illness. The objective of this paper is to develop an agent-based model to simulate the spread of pandemic influenza (novel H1N1) in Egypt. The…

多智能体系统 · 计算机科学 2010-02-01 Khaled M. Khalil , M. Abdel-Aziz , Taymour T. Nazmy , Abdel-Badeeh M. Salem

The rapid outbreak of bird flu challenges the outcome of effective vaccine for the upcoming years. The recent research established different norms to eliminate flu pandemics. This can be made possible with skilled experimental analyses and…

其他定量生物学 · 定量生物学 2012-06-06 Baby Jerald , T. R. Gopalakrishnan Nair

This study incorporates mathematical analysis, focusing on developing theories and conducting numerical simulations of Influenza virus transmission using real-world data. The terms in the equations introduce parameters which are determined…

综合数学 · 数学 2024-12-03 Md Kamrujjaman , Kazi Mehedi Mohammad

In this work we describe a non-parametric disease model that links the temporal change of the prevalence of an infectious disease to the incidence and the recovery rates. The model is only based on the common epidemiological measures…

种群与进化 · 定量生物学 2014-01-20 Ralph Brinks

H1N1 influenza causes substantial seasonal illness and was the subtype of the 2009 influenza pandemic. Precise measures of antigenic distance between the vaccine and circulating virus strains help researchers design influenza vaccines with…

种群与进化 · 定量生物学 2012-04-30 Keyao Pan , Krystina C. Subieta , Michael W. Deem

We analyze the time-series data for the onset of A(H1N1)v influenza pandemic in India during the period June 1- September 30, 2009. Using a variety of statistical fitting procedures, we obtain a robust estimate of the exponential growth…

种群与进化 · 定量生物学 2010-06-07 T. Jesan , Gautam I. Menon , Sitabhra Sinha

The Influenza type A virus can be considered as one of the most severe viruses that can infect multiple species with often fatal consequences to the hosts. The Haemagglutinin (HA) gene of the virus has the potential to be a target for…

定量方法 · 定量生物学 2021-02-16 Charalambos Chrysostomou , Harris Partaourides , Huseyin Seker

Conventional surveillance systems for monitoring infectious diseases, such as influenza, face challenges due to shortage of skilled healthcare professionals, remoteness of communities and absence of communication infrastructures.…

机器学习 · 计算机科学 2018-11-28 Oguzhan Gencoglu , Miikka Ermes

Seasonal influenza epidemics cause consistent, considerable, widespread loss annually in terms of economic burden, morbidity, and mortality. With access to accurate and reliable forecasts of a current or upcoming influenza epidemic's…

种群与进化 · 定量生物学 2016-02-17 Logan C. Brooks , David C. Farrow , Sangwon Hyun , Ryan J. Tibshirani , Roni Rosenfeld

We introduce a new measure of antigenic distance between influenza A vaccine and circulating strains. The measure correlates well with efficacies of the H3N2 influenza A component of the annual vaccine between 1971 and 2004, as do results…

生物大分子 · 定量生物学 2007-05-23 Vishal Gupta , David J. Earl , Michael W. Deem