To examine whether individual-specific functional connectivity can effectively distinguish the elderly participants among NA, MCI, and AD, we developed classifiers that predicted the clinical subgroups based on individual-specific and atlas-based functional connectivity across different APOE genotypes. Here, APOE is linked to Alzheimer disease.