Synthetic brain tumor images from GANs and diffusion models
https://doi.org/10.23698/AIDA/SYNTHETIC/BRGANDI
This dataset is a collection of synthetic images generated by 5 generative models (Progressive GAN, StyleGAN1, StyleGAN2, StyleGAN3, diffusion model) trained on the BraTS 2020 and 2021 datasets [1,2,3,4,5] (which share MR volumes from brain tumor patients and the corresponding tumor annotations). The trained generative models are also shared in this dataset. See our recent work [6] for more information, and a comparison of training segmentation networks with real and synthetic images.
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Citering och åtkomst
Citering och åtkomst
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Ämnesområde och nyckelord
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