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扩散模型是MRI差异化任务的有效良好的特征提取器吗?

Binghua Li1,2,3, Zhe Sun2,4,5, Chao Li2,3

  • 1Graduate School of Engineering, Tokyo University of Agriculture and Technology, Fuchu, Tokyo, Japan.

Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine
|May 7, 2025
PubMed
概括

扩散模型 (DMs) 显示为 3D MRI 任务的特征提取器具有前途. 在大型数据集上训练DM并通过新的CATS模块对其进行微调,可以提高医学图像分类的性能.

关键词:
无声的扩散概率模型扩散模型的扩散模型.生成型的深度学习磁共振成像技术的使用

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