Purpose/Objective: In order to fully exploit data from anatomic and functional imaging studies for radiotherapy, these data must be spatially registered to the primary treatment planning imaging study. To carry out this process in an automated and robust fashion, we have implemented a mutual information-based image registration system that can handle a wide variety of imaging situations and anatomic sites. The details and routine clinical use of this system are described here.