In this paper we have discussed the application of process mining in hospitals. Therefore, we have first given an overview of the questions that are frequently posed by medical professionals. Afterwards, by means of a spectrum, we have described the deferment types of event data found in current HISs and elaborate upon whether this event data allows for answering the questions posed in process mining projects.