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This article presents a methodology for the development in the training system, to be applied in clinical staff, for the use the multiparametric monitor. This training system is personalized to the user's characteristic in the acquisition of information in the medical area, through the use in several ways of presentation of the content (text, flowcharts, drawings and animation), that would be based in the user's cognitive profile (their Multiple Intelligences (MI)). For the accomplishment of such adaptation the methodology proposes the use of MLP (Multi-Layer Perceptron) and IAC (Interaction Activation and Competition) neural network. In an initial evaluation with some user, the adaptation system demonstrated to be more stimulating in the knowledge acquisition than a no adaptation system. [ABSTRACT FROM AUTHOR]