A brain MRI is helpful to rule out other possible illnesses or comorbidities such as a brain tumor or multiple sclerosis. Also there is evidence that ME/CFS patients do have differences from the norm. See these studies for more information:
http://me-pedia.org/wiki/Brain_imaging#Magnetic_resonance_imaging_.28MRI.29