A 68-year-old man with a 3-year history of progressive memory loss and cognitive decline is brought to the psychiatric outpatient clinic by his daughter. He has been increasingly forgetful, with difficulty recognizing family members and managing finances. His vital signs are stable, and he has no fever or acute illness. What is the most common cause of dementia in this clinical presentation?