Sampling cerebrospinal fluid via a lumbar puncture (or “spinal tap”) can predict which people with mild cognitive impairment will progress to dementia with over 80% accuracy, but this still means a misdiagnosis for one in five patients. PET scans are slightly less accurate, while routine MRI brain scans can reveal with perhaps only 70% accuracy subtle abnormalities in people with mild cognitive impairment.