From this comparison, we can infer that the proposed feature combination (MRI, CSF, APOE, and MMSE data) is robust or comparable to the other multimodal biomarker methods reported in the literature, for both AD vs. HC and MCIs vs. MCIc classification. The gene discussed is APOE; the disease is Alzheimer disease.