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Updated: Jul 10, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
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通过挖掘潜在的共享模式信息来进行阿尔茨海默病的跨模式合成和诊断的联合学习框架

Chenhui Wang1, Sirong Piao2, Zhizhong Huang3

  • 1Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai 200433, China.

Medical image analysis
|November 23, 2023
PubMed
概括

这项研究引入了一个新的AI框架,通过合成现实的PET图像来改进使用MRI扫描的早期阿尔茨海默病 (AD) 诊断. 该方法提高了诊断的准确性,并在不同的数据集中很好地概括.

关键词:
阿尔茨海默氏病 (AD) 诊断 诊断 阿尔茨海默氏病 (AD) 诊断交叉模式合成 交叉模式合成联合学习 (joint learning) 是一种联合学习方式.磁共振成像 (MRI) 是一种磁共振成像.阳位子辐射断层扫描 (PET)

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