This package is used to estimate the diffusion propagator using radial basis functions. It includes routines to compute the return-to-the-origin probability (RTOP), mean-squared-displacement (MSD), the scalar indices for the restricted diffusivity and the generalized Kurtosis. The Demo.m file illustrates how to use this package.
LipengNing/RBF-Propagator
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This package is used to estimate the diffusion propagator using radial basis functions. Other functions for NRRD/Nifti file reading and writing are also needed to run this package. One package for reading/writing Nifti files in Matlab can be downloaded via http://www.mathworks.com/matlabcentral/fileexchange/8797-tools-for-nifti-and-analyze-image Demo.m the main file that illustrates how to use this package to collect scalar indices. CollectIndices.m the file that computes scalar indices run_GaussianBasis.m computes the representation coefficients and D0 in DTI run_GaussianBasis_Decay.m similar to run_GaussianBasis.m but with stronger constraints on the estimated signal GaussianBasis_Coef.m is used to compute the representation coefficient in the radial basis functions and diffusion tensor. GaussianBasis_Coef_Cons.m similar to GaussianBasis_Coef.m but with stronger constraints ComputeRTOP.m computes the estimated return-to-the-origin probability (RTOP). ComputeRTAP.m computes the estimated return-to-the-axis probability (RTAP). ComputeRTPP.m computes the estimated return-to-the-plane probability (RTPP). ComputeMSD.m computes the estimated mean-squared-displacement (MSD). ComputeODF.m computes the estimated diffusion orientation-distribution-function (ODF). ComputeRD.m computes the minimum-mean-squared-displacement-error (MMSDE) and the relative-diffusivity (RD). ComputeKurtosis.m computes the generalized-kurtosis (GK) and the non-isotropic-Gaussianity (NIG). . . . TestGaussianBasis.m is used to check if there is bug in the code. If it returns 1, then the code is correct. TestData.mat includes a set of measurements that is used in TestGaussianBasis.m to verify the code.
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This package is used to estimate the diffusion propagator using radial basis functions. It includes routines to compute the return-to-the-origin probability (RTOP), mean-squared-displacement (MSD), the scalar indices for the restricted diffusivity and the generalized Kurtosis. The Demo.m file illustrates how to use this package.
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