Related Experiment Video
Updated: Jul 22, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Improving Patient-Centered Dementia Screening for General, Multicultural Population and Persons with Disabilities
Maria Sagiadinou1, Panagiotis Vlamos1, Themis P Exarchos1
1Department of Informatics, Ionian University, Corfu, Greece.
A new web-based app effectively screens for dementia in diverse populations using cognitive tests and biomarkers. This tool is user-friendly and suitable for integration into primary care settings, improving early detection and care.
Area of Science:
- Gerontology
- Digital Health
- Primary Care Medicine
Background:
- Primary care is crucial for early dementia detection and management.
- Web-based applications show potential for screening, counseling, and health improvement.
Purpose of the Study:
- To develop a brief, affordable, noninvasive web-based app for dementia screening.
- Targeting a general, multicultural population, including individuals with disabilities.
Main Methods:
- A web application was developed integrating cognitive tests (GPCOG, RUDAS) and biomarkers (CAIDE model).
- An implementation study assessed app usability among primary care professionals and patients (n=132).
- Expert consensus (Delhi method) guided screening instrument selection.
Main Results:
- The app integrates GPCOG and RUDAS, suitable for diverse populations without bias.
- The CAIDE model provides individualized risk factor proposals.
- High usability scores were reported by most users.
Conclusions:
- The Dementia app can be integrated into routine primary care.
- Facilitates dementia screening across diverse patient groups.
More Related Videos
08:36The Immersive Cleveland Clinic Virtual Reality Shopping Platform for the Assessment of Instrumental Activities of Daily Living
Published on: July 28, 2022
08:13Development and Implementation of a Multi-Disciplinary Technology Enhanced Care Pathway for Youth and Adults with Concussion
Published on: January 20, 2019
Related Concept Videos
Dementia
The progression of dementia is generally gradual....
Patient-centered Care
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data...
Peripheral Artery Disease III: Interprofessional Care