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3D medical images represent tremendous amounts of data. Grid technologies offer large and distributed computing power suited to medical images analysis. However, interactive programs with user supervision are made difficult on a grid architecture due to the remote program execution. In this paper we propose a new framework for interactive execution of remote applications dealing with large 3D medical data sets. Our solution is both efficient and easy to use from the user point of view.