Doctors diagnose chorea based on observing involuntary movements, and chorea does not show up on an MRI scan. However, in some cases, doctors can use MRI to identify underlying causes or brain abnormalities associated with certain types of chorea. For example, in Huntington's disease, MRI might show atrophy of specific brain regions.