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Multi-modality alignment of CT and ultrasound adds value to diagnostic examinations, as well as treatment planning and execution of various clinical procedures. Particularly automatic image-based alignment of such data is challenging, mostly because both modalities have very different imaging physics and characteristics. We present a method for dense-field deformable registration of CT and 3D ultrasound. Compared to global (rigid) alignment, this is more difficult to solve, becausedoi:10.1109/isbi.2010.5490216 dblp:conf/isbi/WeinKAZKN10 fatcat:q7r6wse6nffjtkzv74puehkpn4