Search Results for author: Axel Elaldi

Found 2 papers, 2 papers with code

Date Published Github Stars

$E(3) \times SO(3)$-Equivariant Networks for Spherical Deconvolution in Diffusion MRI

1 code implementation • 12 Apr 2023 • Axel Elaldi, Guido Gerig, Neel Dey

We present Roto-Translation Equivariant Spherical Deconvolution (RT-ESD), an $E(3)\times SO(3)$ equivariant framework for sparse deconvolution of volumes where each voxel contains a spherical signal.

11
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Code

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data

1 code implementation • 17 Feb 2021 • Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig

We then show improved downstream performance on fiber tractography measures on the Tractometer benchmark dataset.

15
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