Alzheimer's disease predominantly affects the hippocampus and cerebral cortex. The hippocampus is crucial for memory formation, and its degeneration correlates with memory loss. The cerebral cortex, responsible for higher cognitive functions, shows widespread neuronal loss and synaptic dysfunction, leading to impairments in reasoning, language, and perception.