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Updated: Apr 26, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Dementia and cognitive impairment: epidemiology, diagnosis, and treatment
1Department of Psychiatry, University of Pittsburgh School of Medicine, WPIC, 3811 O'Hara Street, Pittsburgh, PA 15213, USA.
Abstract:
Symptoms of memory loss are caused by a range of cognitive abilities or a general cognitive decline, and not just memory. Clinicians can diagnose the syndromes of dementia (major neurocognitive disorder) and mild cognitive impairment (mild neurocognitive disorder) based on history, examination, and appropriate objective assessments, using standard criteria such as Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. They can then diagnose the causal subtypes of these syndromes using standard criteria for each of them. Brain imaging and biomarkers are making progress in the differential diagnoses among the different disorders. Treatments are still mostly symptomatic.
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