Back to Search
Start Over
SpinDoctor: A MATLAB toolbox for diffusion MRI simulation
- Source :
- NeuroImage, NeuroImage, Elsevier, 2019, 202, pp.116120. ⟨10.1016/j.neuroimage.2019.116120⟩, NeuroImage, 2019, 202, pp.116120. ⟨10.1016/j.neuroimage.2019.116120⟩
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- The complex transverse water proton magnetization subject to diffusion-encoding magnetic field gradient pulses in a heterogeneous medium can be modeled by the multiple compartment Bloch-Torrey partial differential equation (BTPDE). A mathematical model for the time-dependent apparent diffusion coefficient (ADC), called the H-ADC model, was obtained recently using homogenization techniques on the BTPDE. Under the assumption of negligible water exchange between compartments, the H-ADC model produces the ADC of a diffusion medium from the solution of a diffusion equation (DE) subject to a time-dependent Neumann boundary condition. This paper describes a publicly available Matlab toolbox called SpinDoctor that can be used 1) to solve the BTPDE to obtain the dMRI signal (the toolbox provides a way of robustly fitting the dMRI signal to obtain the fitted ADC); 2) to solve the DE of the H-ADC model to obtain the ADC; 3) a short-time approximation formula for the ADC is also included in the toolbox for comparison with the simulated ADC. The PDEs are solved by P 1 finite elements combined with build-in Matlab routines for solving ordinary differential equations. The finite element mesh generation is performed using an external package called Tetgen that is included in the toolbox. SpinDoctor provides built-in options of including 1) spherical cells with a nucleus; 2) cylindrical cells with a myelin layer; 3) an extra-cellular space (ECS) enclosed either a) in a box or b) in a tight wrapping around the cells; 4) deformation of canonical cells by bending and twisting. 5) permeable membranes for the BT-PDE (the H-ADC assumes negligible permeability). Built-in diffusion-encoding pulse sequences include the Pulsed Gradient Spin Echo and the Oscilating Gradient Spin Echo.<br />49 pages, 18 figures
- Subjects :
- Diffusion equation
Diffusion magnetic resonance imaging
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging
Cognitive Neuroscience
Finite elements
FOS: Physical sciences
Neuroimaging
050105 experimental psychology
03 medical and health sciences
0302 clinical medicine
FOS: Mathematics
Neumann boundary condition
Humans
Effective diffusion coefficient
Computer Simulation
0501 psychology and cognitive sciences
Mathematics - Numerical Analysis
Diffusion (business)
Partial differential equation
Bloch-Torrey equation
05 social sciences
Mathematical analysis
Brain
Numerical Analysis (math.NA)
Models, Theoretical
Computational Physics (physics.comp-ph)
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
Finite element method
Apparent diffusion coefficient
Neurology
Ordinary differential equation
Spin echo
Physics - Computational Physics
Software
Simulation
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 10538119 and 10959572
- Volume :
- 202
- Database :
- OpenAIRE
- Journal :
- NeuroImage
- Accession number :
- edsair.doi.dedup.....0d1fbf8ae1c2640ed8e1096600f1fef5