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从传染病系统的个体内尺度到群体尺度的数学方法。

Mathematical methods for scaling from within-host to population-scale in infectious disease systems.

机构信息

Centre for Mathematical Biology, Department of Mathematical Sciences, University of Bath, Bath, BA2 7AY, United Kingdom.

Mathematics Institute, Zeeman Building, University of Warwick, Coventry, CV4 7AL, United Kingdom; Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, University of Warwick, Coventry, CV4 7AL, United Kingdom; Mathematical Institute, University of Oxford, Oxford, OX2 6GG, United Kingdom.

出版信息

Epidemics. 2023 Dec;45:100724. doi: 10.1016/j.epidem.2023.100724. Epub 2023 Oct 30.

Abstract

Mathematical modellers model infectious disease dynamics at different scales. Within-host models represent the spread of pathogens inside an individual, whilst between-host models track transmission between individuals. However, pathogen dynamics at one scale affect those at another. This has led to the development of multiscale models that connect within-host and between-host dynamics. In this article, we systematically review the literature on multiscale infectious disease modelling according to PRISMA guidelines, dividing previously published models into five categories governing their methodological approaches (Garira (2017)), explaining their benefits and limitations. We provide a primer on developing multiscale models of infectious diseases.

摘要

数学建模者在不同的尺度上对传染病动力学进行建模。 体内模型代表病原体在个体内部的传播,而宿主间模型则追踪个体之间的传播。 然而,一个尺度上的病原体动力学会影响另一个尺度上的动力学。 这导致了连接体内和宿主间动力学的多尺度模型的发展。 在本文中,我们根据 PRISMA 指南系统地回顾了多尺度传染病建模的文献,根据其方法学方法将之前发表的模型分为五类(Garira(2017)),解释了它们的优缺点。 我们提供了一个关于开发传染病多尺度模型的入门读物。

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