Literature DB >> 32240165

The research and development process for multiscale models of infectious disease systems.

Winston Garira1.   

Abstract

Multiscale modelling of infectious disease systems falls within the domain of complexity science-the study of complex systems. However, what should be made clear is that current progress in multiscale modelling of infectious disease dynamics is still as yet insufficient to present it as a mature sub-discipline of complexity science. In this article we present a methodology for development of multiscale models of infectious disease systems. This methodology is a set of partially ordered research and development activities that result in multiscale models of infectious disease systems built from different scientific approaches. Therefore, the conclusive result of this article is a methodology to design multiscale models of infectious diseases. Although this research and development process for multiscale models cannot be claimed to be unique and final, it constitutes a good starting point, which may be found useful as a basis for further refinement in the discourse for multiscale modelling of infectious disease dynamics.

Entities:  

Year:  2020        PMID: 32240165      PMCID: PMC7156109          DOI: 10.1371/journal.pcbi.1007734

Source DB:  PubMed          Journal:  PLoS Comput Biol        ISSN: 1553-734X            Impact factor:   4.475


  20 in total

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3.  Disease dynamics in a coupled cholera model linking within-host and between-host interactions.

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Journal:  J Biol Dyn       Date:  2016-09-19       Impact factor: 2.179

4.  An immuno-epidemiological model for Johne's disease in cattle.

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Journal:  Vet Res       Date:  2015-06-19       Impact factor: 3.683

5.  Frequency-dependent selection in vaccine-associated pneumococcal population dynamics.

Authors:  Jukka Corander; Christophe Fraser; Michael U Gutmann; Brian Arnold; William P Hanage; Stephen D Bentley; Marc Lipsitch; Nicholas J Croucher
Journal:  Nat Ecol Evol       Date:  2017-10-16       Impact factor: 15.460

6.  A Multiscale Model for the World's First Parasitic Disease Targeted for Eradication: Guinea Worm Disease.

Authors:  Rendani Netshikweta; Winston Garira
Journal:  Comput Math Methods Med       Date:  2017-07-20       Impact factor: 2.238

7.  Linked within-host and between-host models and data for infectious diseases: a systematic review.

Authors:  Lauren M Childs; Fadoua El Moustaid; Zachary Gajewski; Sarah Kadelka; Ryan Nikin-Beers; John W Smith; Melody Walker; Leah R Johnson
Journal:  PeerJ       Date:  2019-06-19       Impact factor: 2.984

8.  A primer on multiscale modelling of infectious disease systems.

Authors:  Winston Garira
Journal:  Infect Dis Model       Date:  2018-09-20

9.  Computational modeling of microabscess formation.

Authors:  Alexandre Bittencourt Pigozzo; Gilson Costa Macedo; Rodrigo Weber dos Santos; Marcelo Lobosco
Journal:  Comput Math Methods Med       Date:  2012-11-08       Impact factor: 2.238

10.  A unified framework of immunological and epidemiological dynamics for the spread of viral infections in a simple network-based population.

Authors:  David M Vickers; Nathaniel D Osgood
Journal:  Theor Biol Med Model       Date:  2007-12-20       Impact factor: 2.432

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  2 in total

1.  An Embedded Multiscale Modelling to Guide Control and Elimination of Paratuberculosis in Ruminants.

Authors:  Rendani Netshikweta; Winston Garira
Journal:  Comput Math Methods Med       Date:  2021-11-26       Impact factor: 2.238

2.  Multiscale modeling in disease.

Authors:  Ashlee N Ford Versypt
Journal:  Curr Opin Syst Biol       Date:  2021-05-08
  2 in total

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