Alzheimer's is, by definition, dementia with associated amyloid plaques in the brain. Since you can't detect the plaques without cutting into the brain, the diagnosis is normally given based on symptoms of dementia (significant loss of memory or other cognitive functions) without other clear reasons (no evidence of vascular events, head trauma, brain tumors or other neurological diseases etc).