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Diffusion Tensor Estimation

by Angelos Barmpoutis

 

18 Mar 2010 (Updated 03 May 2010)

Code covered by the BSD License  

Estimation of Positive Definite Diffusion Tensors from Diffusion Weighted MRI

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Description

This script shows how to compute a Diffusion Tensor (DTI) from a given DW-MRI (Diffusion-Weighted MRI) dataset. The method guarantees that the estimated tensor is positive-definite or at least positive semi-definite. The implementation is based on the article by A. Barmpoutis and B.C. Vemuri, "A Unified Framework for Estimating Diffusion Tensors of any order with Symmetric Positive-Definite Constraints", In Proc. of ISBI, 2010.

MATLAB release MATLAB 6.0 (R12)
Zip File Content  
Other Files
DTI_Estimation/constructMatrixOfMonomials.m,
DTI_Estimation/constructSetOf321Polynomials.m,
DTI_Estimation/constructSetOf81Polynomials.m,
DTI_Estimation/DEMO_DTI_Estimation.m,
DTI_Estimation/DEMO_DTI_Estimation_faster.m,
DTI_Estimation/DEMO_DTI_Field_Estimation.m,
DTI_Estimation/DEMO_DTIandS0_Estimation.m,
DTI_Estimation/DEMO_DTIandS0_Estimation_faster.m,
DTI_Estimation/population.m,
DTI_Estimation/printTensor.m,
DTI_Estimation/README.txt,
DTI_Estimation/UnitVectors.m,
license.txt
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Updates
30 Apr 2010

Comments added to the files.

03 May 2010

Two different plotting options (ellipsoidal and spherical function) were added to the script.

Tag Activity for this File
Tag Applied By Date/Time
diffusion weighted mri Angelos Barmpoutis 18 Mar 2010 13:37:09
dwmri Angelos Barmpoutis 18 Mar 2010 13:37:09
diffusion tensor imaging Angelos Barmpoutis 18 Mar 2010 13:37:09
dti Angelos Barmpoutis 18 Mar 2010 13:37:09
symmetric positive definite tensor estimation Angelos Barmpoutis 18 Mar 2010 13:37:09

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