Synthesizing brain tumor images and annotations by combining progressive growing GAN and SPADE

Mehdi Foroozandeh, Anders Eklund

Training segmentation networks requires large annotated datasets, but manual annotation is time consuming and costly. We here investigate if the combination of a noise-to-image GAN…