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Updated: May 8, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Screening for dementia--is it a no brainer?
C Fox1, L Lafortune, M Boustani
1Department of Psychological Sciences, Faculty of Medicine and Health Sciences, Norwich Medical School, University of East Anglia, Norwich, UK.
Abstract:
As people are living longer, dementia is becoming a significant issue for society. Dementia is now recognised as a major concern in society, and the numbers of people estimated to have dementia in the UK population appear to have stabilised at around 700,000 . Globally, 35.6 million people are estimated to meet criteria for dementia, a number predicted to double every 20 years . Given the absence of treatments that significantly alter the natural history of the clinical syndrome of dementia, there has been increased emphasis on early diagnosis, with research exploring assessment tools and biomarkers that might predict with certainty a particular clinical outcome. At the same time, there has been pressure to focus on biomedical profiles, which assume a very close link between the pathobiology and the manifest clinical syndrome.
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