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Updated: Sep 11, 2025

Basics of Multivariate Analysis in Neuroimaging Data
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SMAS:基于结构性MRI的AD评分使用贝叶斯监督的VAE

A Nemali1, J Bernal1, R Yakupov1

  • 1Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University (OVGU), Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.

Computers in biology and medicine
|August 16, 2025
PubMed
概括

一个新的基于结构性MRI的阿尔茨海默氏病得分 (SMAS) 有效量化大脑缩. 这种深度学习生物标志物与认知衰退有着强烈的关联,有助于早期发现和跟踪阿尔茨海默病.

关键词:
阿尔茨海默氏症是阿尔茨海默氏症的一种疾病.贝叶斯式监督变量自动编码器贝叶斯的推理 贝叶斯的推理大脑形态指数指数大脑形态指数认知能力下降 认知能力下降

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