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AICURA medical develops an edge computing platform that enables the seamless implementation of AI algorithms into clinical workflows and makes the existing medical data in hospitals available for the development of AI algorithms. The platform consists of the AICURA Cloud, the AICURA Edge Device and proprietary software. These tools enable automated data preparation and homogenization as well as federated machine learning. Central features of the platform are the local integration of the edge device -- a high-performance computing server -- into the hospital's IT-infrastructure combined with the federated learning approach. These features allow for the privacy conform use of medical data since the sensitive information stays within the hospital grounds. For further validation of the platform, AICURA is interested in projects with hospitals that want to develop and use AI algorithms in their clinical routine, and with research institutions and start-ups that develop data-driven medical software.