A comprehensive analysis of synthesized diffusion from structural imaging including the evaluation of full-valued diffusion data, scalar maps and tractography.
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A comprehensive analysis of synthesized diffusion from structural imaging including the evaluation of full-valued diffusion data, scalar maps and tractography.
Sep 8, 2022 · The detailed information contained in accessible high-resolution T1w images could help in the synthesis of diffusion images with a greater level ...
Sep 8, 2022 · While our method is able to generate diffusion images from structural inputs in a high-resolution space within 15 s, we acknowledge and discuss ...
Aug 11, 2021 · While our method is able to generate high-resolution diffusion images from structural inputs in less than 15 seconds, we acknowledge and discuss ...
The detailed information contained in accessible high-resolution T1w images could help in the synthesis of diffusion images with a greater level of detail.
This work proposes the first Riemannian network architecture for the direct generation of diffusion tensors (DT) and diffusion orientation distribution ...
Manifold-aware synthesis of high-resolution diffusion from structural imaging. Frontiers in Neuroimaging, 1, 20 pages. https://doi.org/10.3389/fnimg ...
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We demonstrate that, unlike standard GANs, our method is able to generate realistic high-resolution DTI that can be used to compute diffusion-based metrics and ...
The non-Euclidean nature of DTI prevents current generative adversarial networks (GANs) from generating plausible images and has mainly limited their ...