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SpinDoctor: A MATLAB toolbox for diffusion MRI simulation

Authors :
Van Dang Nguyen
Hoang Trong An Tran
Thi Minh Phuong Nguyen
Try Nguyen Tran
Duc Thach Son Vu
Hoang An Tran
Jan Valdman
Cong-Bang Trang
Khieu Van Nguyen
Jing-Rebecca Li
Shape reconstruction and identification (DeFI )
Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre de Mathématiques Appliquées - Ecole Polytechnique (CMAP)
École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)
Division of Computational Science and Technology [Stockholm] (CST)
Royal Institute of Technology [Stockholm] (KTH )
University of South Bohemia
Jan Valdman was supportedby the Czech Science Foundation (GACR), through the grant GA17-04301S. Van-Dang Nguyenwas supported by the Swedish Energy Agency, Sweden with the project ID P40435-1 and MSO4SCwith the grant number 731063.
Centre de Mathématiques Appliquées - Ecole Polytechnique (CMAP)
École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
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

Details

ISSN :
10538119 and 10959572
Volume :
202
Database :
OpenAIRE
Journal :
NeuroImage
Accession number :
edsair.doi.dedup.....0d1fbf8ae1c2640ed8e1096600f1fef5