In multi-modality imaging fusion with ultrasound, one transducer is used for registering ultrasound scan data with scan data from another mode. This registration is used to then align scan data from a different ultrasound transducer with the scan data of the other mode. The alignment may account for differences in position sensing between the two transducers.