The exploration and development of solutions in the field of Interpretable Artificial Intelligence, also known as Explainable AI (XAI), is one of the central research topics of VRVis, intending to lift the black-box character of artificial intelligence. This is particularly relevant in modern radiology, which increasingly relies on digital, AI-based tools to interpret and evaluate radiological images.