The Applied Medical Image Analysis research line focuses on the development and validation of novel medical image analysis methods using advanced computational methods based on numerical mathematics, signal processing, and artificial intelligence (AI) including (deep) machine learning. We bring state-of-the-art techniques from computer science to the medical imaging domain, further developing, optimizing and rigorously validating them.