Medical imaging is established in clinical routine. However, the volume and variety of imaging data often makes that data difficult to use. We are developing state-of-the-art methods for automatically processing, analyzing and integrating numerous different types of medical imaging data. This will make it possible to extract a multitude of vital, clinically relevant information and to make the best possible use of the imaging data long the entire treatment chain.