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Updated: Jul 16, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
12:18

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Published on: January 11, 2020

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使用各种类型的步态测试和机器学习来检测轻度认知障碍

Mahmoud Seifallahi1, James E Galvin2, Behnaz Ghoraani1

  • 1Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States.

Frontiers in neurology
|July 26, 2024
PubMed
概括

使用Kinect技术进行步行分析可以帮助检测轻度认知障碍 (MCI). 圆形的行走路径显示出更多的步态特征,机器学习在识别MCI时达到85.5%的准确性.

关键词:
阿尔茨海默病的疾病阿尔茨海默病的疾病.深度摄像机的深度摄像机步态 步态 步态 步态人类运动行为 人类运动行为机器学习是机器学习.轻度的认知障碍 轻度的认知障碍信号处理 信号处理 信号处理

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