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

Figure 2

Example applications using GANs. (a) Organ (lung and heart) segmentation on chest X-ray of adult [6]. (b) Input MR image, synthesized CT image, and real CT image [7]. (c) Randomly generated skin lesions from random noise (a mixture of malignant and benign) [8]. (d) Ki67 synthetic image by using the segmentation/annotation [9]. (e) Generated retinal fundus images and vessel maps [10].

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