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A computational paradigm for the simulation of complex epidemic diseases
Proceedings of the Seventh Symposium on Information and Communication Technology, 2016In this work, we present a paradigm to build a decision support tool which enable users to "play" with the model, change the input parameters, test different intervention scenarios,... in case of infectious diseases. The proposed paradigm involves modeling of closed to realistic social contact networks through which the disease transmissions take place
Xuan Tuan Le, Marc Bui, Jean Marie Cohen
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Epidemic Simulation for Training in Public Health Management
IEEE Transactions on Biomedical Engineering, 1972Epidemiological simulation models to be used primarily to augment the teaching of epidemiology to medical students and other individuals concerned with public health and control of epidemics are presented. Interactive simulations are used to expose students to ``realistic'' epidemic situations and permit them to experiment with various control ...
R W, Swain +4 more
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Perfect simulation for Reed-Frost epidemic models
Statistics and Computing, 2003The Reed-Frost epidemic model is a simple stochastic process with parameter q that describes the spread of an infectious disease among a closed population. Given data on the final outcome of an epidemic, it is possible to perform Bayesian inference for q using a simple Gibbs sampler algorithm.
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A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization
Annals of Operations Research, 2022Sabah Bushaj, I Esra Büyüktahtakın
exaly
Construction and Simulation Analysis of Epidemic Propagation Model Based on COVID-19 Characteristics
International Journal of Environmental Research and Public Health, 2023Sheng Bin
exaly
Epidemic Investigation Simulation
International Journal of Epidemiology, 1979openaire +2 more sources
Study Simulated Epidemics with Deep Learning
Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, 2019Yu-Ju Chen +5 more
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Simulation and Analysis Methods for Stochastic Compartmental Epidemic Models
Annual Review of Statistics and Its Application, 2021Tapiwa Ganyani +2 more
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