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Updated: Mar 22, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Detecting delirium in elderly outpatients with cognitive impairment
Anne J M Stroomer-van Wijk1, Barbara W Jonker1, Rob M Kok1
1Department of Old Age Psychiatry,Parnassia,The Hague,the Netherlands.
Delirium is common in elderly outpatients and often missed due to dementia overlap. Early detection requires caregiver input on symptom onset and course for effective home management of underlying disorders.
Area of Science:
- Geriatric Psychiatry
- Cognitive Neurology
Background:
- Delirium prevalence in elderly outpatients may be underestimated.
- Distinguishing delirium from dementia in older adults is challenging due to overlapping symptoms.
Purpose of the Study:
- To investigate delirium symptoms in psycho-geriatric outpatients.
- To identify underlying somatic disorders associated with delirium in this population.
Main Methods:
- A case-control study compared 44 elderly outpatients with delirium to 44 with dementia only.
- Data extracted from medical files included demographics, medical history, medications, referral reasons, and delirium symptoms (Delirium Rating Scale-Revised-98).
- Underlying disorders were categorized into drug-related, infectious, metabolic-endocrine, cardiovascular, CNS, and other health problems.
Main Results:
- Delirium patients exhibited more chronic diseases, medications, prior delirium history, and recent hospital admissions.
- Commonly observed delirium symptoms included sleep disturbances, perceptual abnormalities, delusions, agitation, and attention deficits.
- Frequently identified underlying disorders were drug-related (68%), infectious (61%), and metabolic-endocrine (50%).
Conclusions:
- Detecting and differentiating delirium from dementia in older outpatients is feasible with detailed caregiver information.
- Understanding symptom onset and course is crucial for accurate diagnosis.
- Most identified underlying causes of delirium can be managed in an outpatient setting.
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