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- W4310609198 abstract "Deep generative models are used to learn nonlinear data distributions across a set of latent variables and a generator function which maps the latent variables to the input space. In this paper, we propose a deep generative model based on variational auto-encoders (VAE) with Riemannian geometry for synthetizing MRI images. Riemannian geometry is used as a constraint to extract the most relevant and structuring features in latent space. This approach is applied on Brats20 data. Quantitative comparisons between a classical VAE and our method are carried out to evaluate the quality of the generated images. The results demonstrate the superiority of our approach." @default.
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- W4310609198 date "2022-10-21" @default.
- W4310609198 modified "2023-10-06" @default.
- W4310609198 title "MR image synthesis using Riemannian geometry constrained in VAE" @default.
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- W4310609198 doi "https://doi.org/10.1109/icsp56322.2022.9965357" @default.
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