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The SICAS Medical Image Repository is a database for the management of medical images and subsequently generated models of the bony anatomy. The database will provide a framework for the integration of statistical shape models. This will contribute to less invasive procedures, e.g. by reduced radiation exposure, and it will enable patient specific implant design.