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Updated: Jan 3, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Screening for vulnerability in older adults attending the emergency department]
Carmen S van Dam1,2, Marijke C Trappenburg1, Mike J L Peters1
1Amsterdam UMC, locatie VUmc, afd. Interne Geneeskunde, sectie Ouderengeneeskunde, Amsterdam.
Abstract:
Acutely ill older adults are at high risk of adverse health outcomes, including loss of function, loss of independence, and mortality. Screening instruments may aid the identification of older adults who are at high risk of negative health outcomes. An extensive geriatric examination, by means of the Comprehensive Geriatric Assessment (CGA), and fit-for-purpose interventions, such as drawing an inventory of the required aftercare, instructions upon discharge, and Advance Care Planning (ACP) can all contribute to improved outcomes. The implementation of screening for vulnerability in the emergency department requires a tailored approach. The current screening instruments differ in terms of target population, moment of application, outcome measures and predictive properties. The APOP screener has been developed and validated in Dutch hospitals. A screening instrument is always part of a broader repertoire, such as education, awareness, adjustment of care processes and protocols, and implementation of appropriate interventions, all aimed at improving outcomes for acutely ill older adults.
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Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...

