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Updated: Aug 19, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Dementia screening in light of the diversity of the condition
1North Carolina Neuropsychiatry, PA, 400 Franklin Square, 1829 East Franklin St, Chapel Hill, NC 27514, USA. tg@ncneuropsych.com
Abstract:
Dementia is a general term, not a specific diagnosis. There are many different causes of dementia, and the different etiologies are associated with different neuropsychological profiles. This complicates the problem of dementia screening. Detection of dementing conditions at the earliest possible stage requires batteries of tests, rather than a single test. The cognitive domains that must be addressed include the following: visual and verbal memory, sustained attention and complex attention, working memory, processing speed, reaction time, psychomotor speed and executive function.
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