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Updated: Feb 28, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Detection and Management of Preexisting Cognitive Impairment in the Critical Care Unit
Mark A Oldham1, Walter Piddoubny1, Ryan Peterson1
1Department of Psychiatry, Yale School of Medicine, 20 York Street, Fitkin 615, New Haven, CT 06510, USA.
Abstract:
Older adults account for half of intensive care unit (ICU) admissions and ICU days, and approximately 2 in 5 older adults in the ICU have preexisting cognitive impairment (PCI). PCI identification is important for risk stratification and may influence ICU utilization and decision-making surrogacy. PCI is overlooked in more than half of patients without screening; however, screening instruments can identify PCI in less than 5 minutes. Management of PCI in the ICU involves addressing associated neuropsychiatric symptoms. Nonpharmacological interventions should be considered the mainstay of treatment; psychotropics may be considered, although available data on their efficacy is limited.
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