An Object Oriented Approach to Model Reusability

Sexual contact networks for disease transmission have been used extensively with HIV and provide valuable insight into the way the disease spreads through a population. These computationally intensive models often suffer from lack of reusability which makes them expensive to create, use, and escalat...

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Vydáno v:Proceedings / IEEE International Symposium on Computer-Based Medical Systems s. 364 - 368
Hlavní autoři: Manuel, Laura, Tirado-Ramos, Alfredo, Castanon Puga, Manuel
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.06.2017
Témata:
agent-based model
Computational modeling
epidemiology
Genetics
HIV
Human immunodeficiency virus
modular programming
Object oriented modeling
object-oriented programming
sexual contact network
Sociology
Statistics
ISSN:2372-9198
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Popis
Shrnutí:Sexual contact networks for disease transmission have been used extensively with HIV and provide valuable insight into the way the disease spreads through a population. These computationally intensive models often suffer from lack of reusability which makes them expensive to create, use, and escalate. We take an innovated approach to build an HIV transmission model designed for expansion and reusability, and add novel functionality for model realism.
ISSN:2372-9198
DOI:10.1109/CBMS.2017.157