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Updated: Jul 1, 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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[Research Progress in Intelligent Screening Tools for Cognitive Impairment in the Elderly]
1Mental Health Center,Shanghai Jiao Tong University School of Medicine,Shanghai 200030,China.
Summary
Early screening for cognitive impairment is crucial. Digital therapeutics and electronic assessment tools offer promising solutions for timely intervention in the elderly, reducing healthcare costs and societal burden.
Area of Science:
- Gerontology
- Digital Health
- Neurology
Background:
- Cognitive impairment incidence is rising globally, posing a significant healthcare challenge.
- Low detection rates and high misdiagnosis of cognitive impairment lead to increased care costs and societal burden.
- Digital therapeutics represent a new era for elderly cognitive and psychological interventions.
Approach:
- This article reviews recent electronic assessment tools for cognitive impairment in the elderly.
- Focuses on tools developed both domestically and internationally.
- Aims to promote intelligent assessment for early screening and intervention.
Key Points:
- Electronic assessment tools are emerging as vital for cognitive impairment detection.
- Internet technology facilitates digital therapeutics for elderly cognitive health.
- Community-based intelligent assessment can enable early detection and intervention.
Conclusions:
- Widespread adoption of electronic cognitive impairment assessments is imperative.
- Intelligent assessment tools can facilitate early screening and timely intervention in the elderly.
- Digital solutions are key to managing the growing challenge of cognitive impairment.
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