Continuous Delivery is meanwhile well-established in many parts of the software industry. In a transition towards continuous delivery in the healthcare domain, there are a number of additional challenges that must be overcome. This talk would present how we have addressed some of these challenges and highlight some potential research topics that could be addressed in this space to make further progress in this important area. Although our focus is on the healthcare domain, the approach and the research topics are applicable also to a broad range of other application domains.