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Updated: Jun 26, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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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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基于语言的轻度认知障碍检测使用信息损失

Ali Pourramezan Fard1, Mohammad H Mahoor2, Muath Alsuhaibani3

  • 1Ritchie School of Engineering and Computer Science, University of Denver, Denver, CO 80208, USA.

Computers in biology and medicine
|May 19, 2024
PubMed
概括

这项研究使用自然语言处理 (NLP) 来从视频采访中检测老年人的轻度认知障碍 (MCI). 人工智能模型实现了84.75%的准确性,为早期认知评估提供了一个新的工具.

关键词:
I-CONECT 数据集是I-CONECT的数据集.有关信息的损失函数.语言特征检测检测语言特征检测轻度认知障碍分类轻度认知障碍分类自然语言处理自然语言处理.变压器 变压器 变压器

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