five

Synthetic brain tumor images from GANs and diffusion models

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DataCite Commons2023-11-07 更新2024-07-13 收录
下载链接:
https://datahub.aida.scilifelab.se/10.23698/aida/synthetic/brgandi
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资源简介:
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.
提供机构:
AIDA
创建时间:
2023-11-07
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