生成对抗网络在医学图像转换领域的应用

常晓,蔡昕,杨光,聂生东

Applications of Generative Adversarial Networks in Medical Image Translation

Xiao CHANG,Xin CAI,Guang YANG,Sheng-dong NIE

图8 (a) 使用结构约束的cycleGAN进行非配对大脑磁共振数据-大脑CT数据的合成[65]；(b)用于合成T1加权磁共振图像的GAN网络架构[66]

Fig.8 (a) Unpaired brain MR-to-CT synthesis using a structure-constrained cycleGAN[65]; (b) Pipeline and network architecture of GAN used for T1-weighted MR image synthesis[66]