Vital Prognosis of Intoxicated Patients, Modeling by SVM, Evidence from Souss-Massa Daraa- Morocco

On the basis of a retrospective study, this is a database of all cases of intoxication recorded between 1992 and 2012 by the MAPC at the SMD level. We focus in this paper on the one hand, to study the epidemiology of intoxication, the evolution of health indicators, and to identify risk factors influencing the prognosis of intoxicated patients in SMD. On the other hand we adopt the classification approach by the SVM algorithm in order to classify the characteristics of two groups of patients evolution (Safe, Death) according to their vital prognosis. Both approaches are accomplished in order to provide the stakeholders of this sector, decision support tools that enable them to reduce the morbidity and mortality due to intoxication.