基于深度学习的扩散磁共振成像降噪方法研究进展

马素超, 王远军

Research Progress on Diffusion Magnetic Resonance Imaging Noise Reduction Methods Based on Deep Learning

MA Suchao, WANG Yuanjun

图6 生成器的网络架构图. 图中缩写Conv3D为3D卷积（3D Convolution），BatchNorm3D为3D批量归一化（3D Batch Normalization），LeakyReLU为带泄漏修正线性单元（Leaky Rectified Linear Unit）

Fig. 6 Architecture diagram of the generative network. Abbreviations: Conv3D, 3D Convolution; BatchNorm3D, 3D Batch Normalization; LeakyReLU, Leaky Rectified Linear Unit