A simple agent-based model of malaria transmission investigating intervention methods and acquired immunity

التفاصيل البيبلوغرافية
العنوان: A simple agent-based model of malaria transmission investigating intervention methods and acquired immunity
المؤلفون: J. Todd Lee, Karen A. Yokley, Gregory C. Mader, Amanda K. Brown, Mary C. Minor
المصدر: Involve 7, no. 1 (2014), 15-40
بيانات النشر: MSP, 2014.
سنة النشر: 2014
مصطلحات موضوعية: Bed nets, Agent-based model, business.industry, General Mathematics, malaria, agent-based modeling, Acquired immune system, Machine learning, computer.software_genre, medicine.disease, 92D25, Malaria transmission, Infectious disease (medical specialty), parasitic diseases, medicine, Artificial intelligence, 92-08, business, computer, Malaria, population modeling, Mathematics
الوصف: Malaria, an infectious disease prevalent in sub-Saharan Africa, is transmitted to humans through mosquito bites, and ordinary differential equation models have often been used to describe the spread of the disease. A basic agent-based model (ABM) of malaria transmission is established and compared to an ODE model of the disease in order to ascertain the similarity of the ABM to typical modeling approaches. Additionally, the ABM is described using protocol from current literature. In order to illustrate the flexibility of the ABM, the basic ABM is modified to incorporate the use of insecticide-treated bed nets (ITNs) and the effect of acquired immunity. The simulations incorporating acquired immunity and the use of ITNs show a decrease in the prevalence of the disease due to these factors. Additionally, the ABM can easily be modified to account for other complicated issues affecting malaria spread.
وصف الملف: application/pdf
اللغة: English
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f1d6352e6c09853d96a02b4a9c34a8d1
https://projecteuclid.org/euclid.involve/1513733630
Rights: OPEN
رقم الانضمام: edsair.doi.dedup.....f1d6352e6c09853d96a02b4a9c34a8d1
قاعدة البيانات: OpenAIRE