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A Reed-Frost model taking into account uncertainties in the diagnostic of the infection
Authors:Renée?X.?de?Menezes  author-information"  >  author-information__contact u-icon-before"  >  mailto:r.x.menezes@lumc.nl"   title="  r.x.menezes@lumc.nl"   itemprop="  email"   data-track="  click"   data-track-action="  Email author"   data-track-label="  "  >Email author,Neli?R.?S.?Ortega,Eduardo?Massad
Affiliation:Department of Medical Statistics, Leiden University Medical Centre, Postbus 9604, 2300 RC Leiden, The Netherlands. r.x.menezes@lumc.nl
Abstract:In this paper, we model the epidemic course of a pathogen infection within a semi-closed group which generates clinical signals which do not necessarily permit its ready and certain identification. Typical examples of such a pathogen are influenza-type viruses. We allow for time-varying infectivity levels among individuals, and model the probability of infection per contact as a function of the clinical signals. In order to accomplish this, we introduce a modified chain-binomial Reed-Frost model. We obtain an expression for the basic reproduction ratio and determine conditions which guarantee that the epidemic does not survive in the long-term. These conditions being functions of the signal’s distribution, they can be used to design and evaluate interventions, such as treatment protocols.
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