Baseline and 24 months 3D T1-weighted images from the Alzheimer Disease Neuroimaging Initiative ( ADNI ) were randomly selected for 50 normal elderly controls ( NECs ) , 50 subjects with mild cognitive impairment ( MCI ) and 50 subjects with AD to test the algorithm .