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, bymeans of a spectrum, we have described the deferent types of event data found in current HISs and elaborated upon whether this event data allows for answering the questions posed in process mining projects.