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Updated: Aug 2, 2026

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基于步态和MRI图像的轻度认知障碍阶段的机器学习模型

Ingyu Park1, Sang-Kyu Lee2, Hui-Chul Choi3

  • 1Department of Electronic Engineering, Hallym University, Chuncheon 24252, Republic of Korea.

Brain sciences
|May 25, 2024
PubMed
概括

机器学习模型可以使用步态和大脑MRI数据准确地区分轻度认知障碍 (MCI) 的早期和晚期. 在步态分析中,单次支时间是分类MCI进展的最重要的预测因素.

关键词:
卷积神经网络是一种卷积神经网络.步态 步态 步态 步态机器学习是机器学习.磁共振成像技术的使用轻度的认知障碍 轻度的认知障碍

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Prosopagnosia, also known as face blindness, is the inability to recognize faces. In severe cases, individuals with prosopagnosia may not recognize close family members, including parents and spouses, by their faces. For instance, someone with prosopagnosia might walk past their child in a crowd, only realizing their mistake upon noticing their child's distinctive backpack or favorite jacket. Prosopagnosia specifically impairs facial recognition, while the recognition of other objects or...