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The improvement of medical care quality is a significant interest for the coming years. In this context, we have created an application that can be used to visualize patients' fixed and temporal data. It has been developed to better understand a large collection of patients' data in the Intensive Care Unit in order to prevent the nosocomial infection occurrence. It is based on data visualization technique: the perspective wall. Its application is a good example of the usefulness of data visualization techniques in the medical domain.