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Updated: Jan 11, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Prevalence and decision-making in advanced dementia
A Castellano Candalija1, L Díez Porres1, H Notario Leo2
1Hospital La Paz, Madrid, Spain.
Introduction:
Dementia is a chronic neurodegenerative disease with a high prevalence and economic cost. Our objective was to evaluate the prevalence of advanced dementia (AD) in patients hospitalized in the Internal Medicine service; to analyze the therapeutic and diagnostic measures implemented, the degree of adequacy of the therapeutic effort and the information of the family.
Methodology:
Descriptive study that included a retrospective analysis of medical records and a telephone interview with family. Patients with GDS 6-7 dementia admitted to Internal Medicine were included, for 3 weeks in 3 different months.
Results:
194 (22%) patients with dementia were included. The prevalence of admissions with AD was 11%. The median age was 87.5 years (QR 81.75-93), 65% women. 45% came from residence for the elderly. The most frequent etiology was Alzheimer's (48%). The most frequent cause of admission was infection (72%). 37% died. Regarding the measures implemented: 100% were treatment intravenous; 89% received anticoagulation; 26% received artificial nutrition; 81% received pharmacological restraint and 63% physical restraint; and 48% underwent invasive diagnostic tests. Regarding adequacy: lipid-lowering treatment was withdrawn in 19%, antidementia drugs in 23%, anticoagulation in 21%; cardiopulmonary resuscitation was not performed in 30%, adequacy of care in 34%, and 13% were assessed by Palliative Care. A telephone interview was conducted with 55 patients. 42% were not aware of any complications. Care planning was carried out in 2 patients.
Conclusions:
The prevalence of admission to AD is high, and almost half of the patients come from residence for the elderly. Associated mortality is high and therapeutic adequacy and planning are very scarce.
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