Exploiting the antipodal symmetry of diffusion MRI signals, the authors build an E(3)xSO(3)-equivariant deconvolution network on hemispheres, cutting computation 2 to 5 times while matching or improving fiber orientation recovery.
Non-parametric representation and prediction of single-and multi-shell diffusion-weighted mri data using gaussian processes
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Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
Exploiting the antipodal symmetry of diffusion MRI signals, the authors build an E(3)xSO(3)-equivariant deconvolution network on hemispheres, cutting computation 2 to 5 times while matching or improving fiber orientation recovery.