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Updated: May 24, 2025

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基于MRI的轻度认知障碍和阿尔茨海默病的分类,使用了变化自编码器和其他机器学习分类器组合的算法

Subhrangshu Bit1, Pritam Dey1, Arnab Maji2

  • 1BioImaginix LLC, Morgantown, WV, USA.

Journal of Alzheimer's disease reports
|March 4, 2025
PubMed
概括

这项研究使用机器学习和MRI扫描来分类阿尔茨海默病 (AD) 和轻度认知障碍 (MCI). 该模型实现了高精度,证明了在没有昂贵的生物标志物的情况下有效诊断痴呆症的潜力.

关键词:
阿尔茨海默氏症是阿尔茨海默氏症的一种疾病.一个XGB分类器.额外的树木额外的树增强光度梯度模型的模型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 轻度的认知障碍随机的森林随机的森林支持矢量机线性内核支持矢量机变量自动编码器变量自动编码器

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