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8 天
基于生成对抗网络的扩散 MRI GAN 合成纤维取向分布数据:突破医学 ...
在医学成像领域,深度学习技术依赖大量训练数据,临床数据却受限,尤其是罕见病数据稀缺。研究人员开展基于生成对抗网络(GANs)生成纤维取向分布(FODs)数据的研究,成功训练 α-WGAN 生成的 FODs 能产生准确纤维束和连接组,为扩充临床数据集提供新途径。
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