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7 (a) 将合成的MRI数据与带有相应标签的小部分真实MRI数据结合来进行半监督分割[57]；(b)半监督多参数MRI数据合成方法框架[59]

Fig.7 (a) Combine the synthesized MRI data with a fraction of real MRI data with corresponding labels for semi-supervised segmentation[57]; (b) The framework of the proposed semi-supervised mp-MRI data synthesis method[59]