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Slipping away Because of their short-term memory problems, people with advanced cases of Alzheimer’s disease, one form of neurocognitive disorder, are often unable to draw or paint or do other simple tasks. In addition, their long-term memory deficits may prevent them from recognizing even close relatives or friends.