aslprep.workflows.asl.gecbf module
CBF-processing workflows for GE data.
- init_asl_gepreproc_wf(asl_file)[source]
Manage the functional preprocessing stages of ASLPrep, for GE data.
- Workflow Graph
- Parameters:
asl_file – asl series NIfTI file
- Inputs:
asl_file – asl series NIfTI file
t1w_preproc – Bias-corrected structural template image
t1w_mask – Mask of the skull-stripped template image
t1w_dseg – Segmentation of preprocessed structural image, including gray-matter (GM), white-matter (WM) and cerebrospinal fluid (CSF)
t1w_asec – Segmentation of structural image, done with FreeSurfer.
t1w_aparc – Parcellation of structural image, done with FreeSurfer.
t1w_tpms – List of tissue probability maps in T1w space
template – List of templates to target
anat2std_xfm – List of transform files, collated with templates
std2anat_xfm – List of inverse transform files, collated with templates
subjects_dir – FreeSurfer SUBJECTS_DIR
subject_id – FreeSurfer subject ID
t1w2fsnative_xfm – LTA-style affine matrix translating from T1w to FreeSurfer-conformed subject space
fsnative2t1w_xfm – LTA-style affine matrix translating from FreeSurfer-conformed subject space to T1w
- Outputs:
asl_t1 – asl series, resampled to T1w space
asl_mask_t1 – asl series mask in T1w space
asl_std – asl series, resampled to template space
asl_mask_std – asl series mask in template space
confounds – TSV of confounds
surfaces – asl series, resampled to FreeSurfer surfaces
asl_cifti – asl CIFTI image
cifti_variant – combination of target spaces for asl_cifti
cbf_t1 – cbf times series in T1w space
meancbf_t1 – mean cbf in T1w space
scorecbf_t1 – scorecbf times series in T1w space
avgscorecbf_t1 – mean score cbf in T1w space
scrub_t1, pv_t1, basil_t1 – scrub, parital volume corrected and basil cbf in T1w space
cbf_std – cbf times series in template space
meancbf_std – mean cbf in template space
scorecbf_std – scorecbf times series in template space
avgscorecbf_std – mean score cbf in template space
scrub_std, pv_std, basil_std – scrub, parital volume corrected and basil cbf in template space
qc_file – quality control meausres
Notes
Brain-mask T1w.
Extract averaged, smoothed M0 image and reference image (which is generally the M0 image).
Estimate transforms from ASL to T1w.
Compute CBF.
Co-register the reference ASL image to T1w-space. (what about Step 3?)
Refine the ASL brain mask.
Warp the ASL brain mask to T1w-space.
CBF plotting workflow.
CBF QC workflow.
Parcellate CBF results.
See also
init_asl_confounds_wf()
init_ica_aroma_wf()
init_fmap_wf()
init_pepolar_unwarp_wf()
init_phdiff_wf()
init_syn_sdc_wf()
init_sdc_unwarp_wf()