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Updated: May 25, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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基于机器学习的模型的估计,以预测患有动脉样性心血管疾病的患者的痴呆风险:英国生物银行研究

Zhengsheng Gu1, Shuang Liu2, Huijuan Ma2

  • 1Department of Neurology, First Affiliated Hospital of Naval Medical University, Shanghai, China.

JMIR aging
|February 26, 2025
PubMed
概括

这项研究开发了一种机器学习模型,用于预测动脉样硬化心血管疾病 (ASCVD) 患者的痴呆风险. 该模型使用临床和社会人口统计数据,为患者和临床医生的意识提供了宝贵的见解.

关键词:
阿尔茨海默氏症是阿尔茨海默氏症的疾病英国生物银行动脉样硬化心血管疾病痴呆症 痴呆症是一种痴呆症.机器学习是机器学习.血管痴呆症是一种精神病.

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Dementia01:30

Dementia

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.
The progression of dementia is generally gradual....
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