Multi-Shell Multi-Tissue Global Tractography
tckglobal [ options ] source response tracks
- source: the image containing the raw DWI data.
- response: the response of a track segment on the DWI signal.
- tracks: the output file containing the tracks generated.
This command will reconstruct the global white matter fibre tractogram that best explains the input DWI data, using a multi-tissue spherical convolution model.
$ tckglobal dwi.mif wmr.txt -riso csfr.txt -riso gmr.txt -mask mask.mif -niter 1e9 -fod fod.mif -fiso fiso.mif tracks.tck
in which dwi.mif is the input image, wmr.txt is an anisotropic, multi-shell response function for WM, and csfr.txt and gmr.txt are isotropic response functions for CSF and GM. The output tractogram is saved to tracks.tck. Optional output images fod.mif and fiso.mif contain the predicted WM fODF and isotropic tissue fractions of CSF and GM respectively, estimated as part of the global optimization and thus affected by spatial regularization.
- -grad scheme specify the diffusion encoding scheme (required if not supplied in the header).
- -mask image only reconstruct the tractogram within the specified brain mask image.
- -riso response set one or more isotropic response functions. (multiple allowed)
- -lmax order set the maximum harmonic order for the output series. (default = 8)
- -length size set the length of the particles (fibre segments). (default = 1mm)
- -weight w set the weight by which particles contribute to the model. (default = 0.1)
- -ppot u set the particle potential, i.e., the cost of adding one segment, relative to the particle weight. (default = 0.05)
- -cpot v set the connection potential, i.e., the energy term that drives two segments together. (default = 0.5)
- -t0 start set the initial temperature of the metropolis hastings optimizer. (default = 0.1)
- -t1 end set the final temperature of the metropolis hastings optimizer. (default = 0.001)
- -niter n set the number of iterations of the metropolis hastings optimizer. (default = 10M)
- -fod odf Predicted fibre orientation distribution function (fODF).This fODF is estimated as part of the global track optimization, and therefore incorporates the spatial regularization that it imposes. Internally, the fODF is represented as a discrete sum of apodized point spread functions (aPSF) oriented along the directions of all particles in the voxel, used to predict the DWI signal from the particle configuration.
- -noapo disable spherical convolution of fODF with apodized PSF, to output a sum of delta functions rather than a sum of aPSFs.
- -fiso iso Predicted isotropic fractions of the tissues for which response functions were provided with -riso. Typically, these are CSF and GM.
- -eext eext Residual external energy in every voxel.
- -etrend stats internal and external energy trend and cooling statistics.
Advanced parameters, if you really know what you’re doing¶
- -balance b balance internal and external energy. (default = 0)Negative values give more weight to the internal energy, positive to the external energy.
- -density lambda set the desired density of the free Poisson process. (default = 1)
- -prob prob set the probabilities of generating birth, death, randshift, optshift and connect proposals respectively. (default = 0.25,0.05,0.25,0.1,0.35)
- -beta b set the width of the Hanning interpolation window. (in [0, 1], default = 0)If used, a mask is required, and this mask must keep at least one voxel distance to the image bounding box.
- -lambda lam set the weight of the internal energy directly. (default = 1)If provided, any value of -balance will be ignored.
- -info display information messages.
- -quiet do not display information messages or progress status.
- -debug display debugging messages.
- -force force overwrite of output files. Caution: Using the same file as input and output might cause unexpected behaviour.
- -nthreads number use this number of threads in multi-threaded applications (set to 0 to disable multi-threading)
- -failonwarn terminate program if a warning is produced
- -help display this information page and exit.
- -version display version information and exit.
Christiaens, D.; Reisert, M.; Dhollander, T.; Sunaert, S.; Suetens, P. & Maes, F. Global tractography of multi-shell diffusion-weighted imaging data using a multi-tissue model. NeuroImage, 2015, 123, 89-101
Author: Daan Christiaens (firstname.lastname@example.org)
Copyright: Copyright (C) 2015 KU Leuven, Dept. Electrical Engineering, ESAT/PSI, Herestraat 49 box 7003, 3000 Leuven, Belgium
This is free software; see the source for copying conditions. There is NO warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.