Study on Optimal Generative Network for Synthesizing Brain Tumor-Segmented MR Images

Figure 13

Images generated by each generative model, ResNet, and U-Net, for the same samples (B ⟶ A). Both networks produced high-quality images. However, the product’s quality of ResNet is better than that of U -Net, (a) input, (b) ResNet, (c) U-Net, and (d) ground truth.

(a)

(b)

(c)

(d)