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View Code? Open in Web Editor NEWVoxel-wise fiber orientation density estimation by spherical needlets using constrained LASSO (optimized by ADMM)
Voxel-wise fiber orientation density estimation by spherical needlets using constrained LASSO (optimized by ADMM)
ADMM: contains .c code and mex-object of ADMM algorithm for constraint-lasso problem. construction_functions: contains functions for evaluate SH, SN basis on vertex; compute transition matrix C; Response function matrix. MEALPix: obtain quadrature points. toolbox_wavelet_meshes: obtain equal angle grid and plot_spherical_functions (modified). help_functions: help functions DWI_generated.m: function that generates DWI data. SH_ridge.m: apply SH-ridge estimation to DWI data. superCSD.m: apply superCSD estimation to DWI data with SH_ridge results as input. SN_lasso.m apply SN-lasso estimation to DWI data. Examples: contains code for simulation example and read data example NIfTI: package that loads .nii data into matlab.
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