Medical studies often generate a large set of statistical data. Finding relationships and patterns in those data is a painful and error-prone task. Graphical representations has been recognized as a powerful tool for data analysis. In this paper, we will introduce two visualization techniques, TreeMaps and Hyperbolic Trees, that could be used for statistical medical data analysis.