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Would Open CV help me find an object in 3D image

My problem isn't computer vision, but I think the techniques used in CV would be applicable. I have an anatomical MRI image - a 3D grey scale array. I would like to locate a particular shape within the image. I think CV techniques would be useful, since I need to deal with translations, rotations, and deformities (everyone's different!).

Is this possible? What part of the library should I be poking around in?