The research and development process for multiscale models of infectious disease systems.
Journal
PLoS computational biology
ISSN: 1553-7358
Titre abrégé: PLoS Comput Biol
Pays: United States
ID NLM: 101238922
Informations de publication
Date de publication:
04 2020
04 2020
Historique:
received:
15
10
2019
accepted:
13
02
2020
revised:
14
04
2020
pubmed:
3
4
2020
medline:
15
7
2020
entrez:
3
4
2020
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 32240165
doi: 10.1371/journal.pcbi.1007734
pii: PCOMPBIOL-D-19-01717
pmc: PMC7156109
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e1007734Déclaration de conflit d'intérêts
The author declares no competing non-financial/financial interests.
Références
Comput Math Methods Med. 2017;2017:1473287
pubmed: 28808479
Theor Biol Med Model. 2007 Dec 20;4:49
pubmed: 18096067
Infect Dis Model. 2018 Sep 20;3:176-191
pubmed: 30839905
Vet Res. 2015 Jun 19;46:69
pubmed: 26091672
J R Soc Interface. 2013 Jul 17;10(86):20121018
pubmed: 23864497
PeerJ. 2019 Jun 19;7:e7057
pubmed: 31249734
J Biol Dyn. 2017 Mar;11(sup1):238-262
pubmed: 27646159
Comput Math Methods Med. 2012;2012:736394
pubmed: 23197993
J Theor Biol. 2019 Aug 21;475:34-59
pubmed: 31128139
Nat Ecol Evol. 2017 Dec;1(12):1950-1960
pubmed: 29038424
J Clin Tuberc Other Mycobact Dis. 2017 Feb 10;7:1-12
pubmed: 31723695
J Theor Biol. 2002 Oct 7;218(3):289-308
pubmed: 12381431
Proc Natl Acad Sci U S A. 2008 Mar 25;105(12):4832-7
pubmed: 18362342
Front Immunol. 2017 Nov 27;8:1630
pubmed: 29230215
Interface Focus. 2020 Feb 6;10(1):20190047
pubmed: 31897289
Front Microbiol. 2018 Apr 04;9:601
pubmed: 29670586
J Biol Dyn. 2017 Dec;11(1):378-435
pubmed: 28849734
Math Biosci Eng. 2008 Jul;5(3):485-504
pubmed: 18616354
Sci Rep. 2019 Nov 8;9(1):16353
pubmed: 31705140
Math Biosci. 2014 Oct;256:58-78
pubmed: 25149595