Discover and read the best of Twitter Threads about #miccai2022
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🎉New preprint! We used Diffusion Models (same one from #dalle2 and @StableDiffusion ) to generate 3D MRI images of the brain conditioned on several covariates and make 100k synthetic brains openly available
Paper: arxiv.org/abs/2209.07162
Dataset: tinyurl.com/32p4hu7d
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Paper: arxiv.org/abs/2209.07162
Dataset: tinyurl.com/32p4hu7d
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with @jessdafflon @pfdacosta @PTudosiu Virginia Fernandez, Parashkev Nachev, Sebastien Ourselin
@mjorgecardoso
In a collaboration with @NVIDIA Cambridge-1 supercomputer
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@mjorgecardoso
In a collaboration with @NVIDIA Cambridge-1 supercomputer
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We adapted latent diffusion models (arxiv.org/abs/2112.10752 developed by @robrombach and @andi_blatt) to learn to generate 3D high-resolution medical images. Due to its scalability, we were to train these models on images with millions of voxels!
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