预测初级保健服务中老年社区居民的痴呆风险,使用特定子组预测模型

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Updated: Jul 8, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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Published on: January 11, 2020

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Stephen Wai Hang Kwok, Christine Sipka, Aled Matthews

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 12, 2023
    PubMed
    概括

    这项研究使用机器学习来通过分析迷你精神状态检查 (MMSE) 成绩来预测痴呆风险. 早期识别高风险个体可以改善痴呆症干预和护理.

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    Dementia is a collective term for cognitive disorders primarily affecting memory, thinking, and reasoning. It is not a specific disease but a syndrome, with Alzheimer's disease being the most common cause, accounting for approximately 60-80% of cases. Other types include vascular dementia, Lewy body dementia, and frontotemporal dementia. Dementia affects millions worldwide, particularly older adults, though it is not a normal part of aging.
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