Synthetic brain tumor images from GANs and diffusion models
Description
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.
Resources
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http://data.europa.eu/88u/dataset/https-doi-org-10-23698-aida-synthetic-brgandi |
Tags
- brain
- mri
- aida-data-hub
- generative
- gan
- tumor
- diffusion-model
- synthetic