======================== dipy_fit_csd ======================== usage: dipy_fit_csd [-h] [--b0_threshold float] [--bvecs_tol float] [--roi_center [int [int ...]]] [--roi_radius int] [--fa_thr float] [--frf [float [float ...]]] [--extract_pam_values] [--sh_order int] [--odf_to_sh_order int] [--parallel] [--nbr_processes int] [--out_dir str] [--out_pam str] [--out_shm str] [--out_peaks_dir str] [--out_peaks_values str] [--out_peaks_indices str] [--out_gfa str] input_files bvalues_files bvectors_files mask_files Constrained spherical deconvolution positional arguments: input_files Path to the input volumes. This path may contain wildcards to process multiple inputs at once. bvalues_files Path to the bvalues files. This path may contain wildcards to use multiple bvalues files at once. bvectors_files Path to the bvectors files. This path may contain wildcards to use multiple bvectors files at once. mask_files Path to the input masks. This path may contain wildcards to use multiple masks at once. (default: No mask used) optional arguments: -h, --help show this help message and exit --b0_threshold float Threshold used to find b=0 directions --bvecs_tol float Bvecs should be unit vectors. (default:0.01) --roi_center [int [int ...]] Center of ROI in data. If center is None, it is assumed that it is the center of the volume with shape `data.shape[:3]` (default None) --roi_radius int radius of cubic ROI in voxels (default 10) --fa_thr float FA threshold for calculating the response function (default 0.7) --frf [float [float ...]] Fiber response function can be for example inputed as 15 4 4 (from the command line) or [15, 4, 4] from a Python script to be converted to float and multiplied by 10**-4 . If None the fiber response function will be computed automatically (default: None). --extract_pam_values Save or not to save pam volumes as single nifti files. --sh_order int Spherical harmonics order (default 6) used in the CSA fit. --odf_to_sh_order int Spherical harmonics order used for peak_from_model to compress the ODF to spherical harmonics coefficients (default 8) --parallel Whether to use parallelization in peak-finding during the calibration procedure. Default: False --nbr_processes int If `parallel` is True, the number of subprocesses to use (default multiprocessing.cpu_count()). output arguments(optional): --out_dir str Output directory (default input file directory) --out_pam str Name of the peaks volume to be saved (default 'peaks.pam5') --out_shm str Name of the spherical harmonics volume to be saved (default 'shm.nii.gz') --out_peaks_dir str Name of the peaks directions volume to be saved (default 'peaks_dirs.nii.gz') --out_peaks_values str Name of the peaks values volume to be saved (default 'peaks_values.nii.gz') --out_peaks_indices str Name of the peaks indices volume to be saved (default 'peaks_indices.nii.gz') --out_gfa str Name of the generalized FA volume to be saved (default 'gfa.nii.gz') References: .. [1] Tournier, J.D., et al. NeuroImage 2007. Robust determination of the fibre orientation distribution in diffusion MRI: Non-negativity constrained super-resolved spherical deconvolution. Garyfallidis, E., M. Brett, B. Amirbekian, A. Rokem, S. Van Der Walt, M. Descoteaux, and I. Nimmo-Smith. Dipy, a library for the analysis of diffusion MRI data. Frontiers in Neuroinformatics, 1-18, 2014.