Sophisticated IGRT (Image Guided Radiotherapy) techniques require us to deform CT, MR and US images to match previous images of the same patient or to match an atlas in order to transfer atlas-embedded information back to a specific patient’s images. Although no one has solved this complex issue in the general case, specific solutions enable us to treat some tumors more effectively than ever before.