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Updated: Nov 4, 2025

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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
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Swedish Normative Data for Mindmore: A Comprehensive Cognitive Screening Battery, Both Digital and Self-Administrated
Wobbie van den Hurk1, Ingvar Bergman1, Alejandra Machado1,2
1Mindmore AB, Stockholm, Sweden.
Summary
This study provides normative data for the Mindmore cognitive screening battery in Sweden. The findings show how age, education, and sex impact cognitive test results, aiding in better diagnosis of cognitive impairment.
Area of Science:
- Neuroscience
- Psychology
- Gerontology
Background:
- Cognitive impairment is a significant factor in mental disorders.
- Objective cognitive assessment in primary care is crucial for timely and personalized patient care.
- The Mindmore self-administrative cognitive screening battery was developed to address this need.
Purpose of the Study:
- To establish normative data for the Mindmore cognitive screening battery within the Swedish population.
- To provide a basis for accurate interpretation of cognitive test results in clinical settings.
Main Methods:
- 720 healthy Swedish adults (aged 17-93) completed the 14-test Mindmore battery.
- Normative data were established using regression-based models for 42 measures.
- Analysis investigated effects of age, education, and sex on cognitive performance.
Main Results:
- Cognitive test results were primarily influenced by age, followed by education and sex.
- Most tests showed age-related decline or a U-shaped association with age.
- Education generally benefited cognitive performance, with some tests showing interaction effects with age.
Conclusions:
- The study provides validated normative models for a digital, self-administered cognitive screening tool.
- These models facilitate more precise interpretation of cognitive function, supporting improved clinical decision-making.
- The Mindmore battery has the potential to enhance care for individuals experiencing cognitive impairment.

