From ff64486b6a67ee2d6b2feabf4a77604609dc85a0 Mon Sep 17 00:00:00 2001 From: mathiasg Date: Wed, 28 Jul 2021 15:26:56 -0400 Subject: [PATCH 01/13] RF: Add template to template transform to included nibabies data --- .../data/MNIInfant_to_MNI1526NLinAsym.mat | 4 ++++ nibabies/workflows/bold/alignment.py | 20 +++++++++---------- scripts/bold_subcortical.py | 9 +-------- 3 files changed, 14 insertions(+), 19 deletions(-) create mode 100644 nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat diff --git a/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat b/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat new file mode 100644 index 00000000..3918a348 --- /dev/null +++ b/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat @@ -0,0 +1,4 @@ +1.490687862 -0.02892014991 0.02570415817 -43.39380236 +0.02114597129 1.609292671 0.07208106742 -87.03566676 +-0.03261338228 0.06239157298 1.648022023 -51.82622065 +0 0 0 1 \ No newline at end of file diff --git a/nibabies/workflows/bold/alignment.py b/nibabies/workflows/bold/alignment.py index b685c916..a707d3df 100644 --- a/nibabies/workflows/bold/alignment.py +++ b/nibabies/workflows/bold/alignment.py @@ -2,9 +2,6 @@ Subcortical alignment into MNI space """ -from nibabies.interfaces.nibabel import MergeROIs - - def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_alignment_wf'): """ Align individual subcortical structures into MNI space. @@ -37,8 +34,11 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al subcortical_file : :obj:`str` Volume file containing all ROIs individually aligned to standard """ + from pkg_resources import resource_filename from nipype.pipeline import engine as pe from nipype.interfaces import utility as niu, fsl + from niworkflows.engine.workflows import LiterateWorkflow as Workflow + from ...interfaces.nibabel import MergeROIs from ...interfaces.workbench import ( CiftiCreateDenseTimeseries, CiftiCreateLabel, @@ -51,17 +51,17 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al VolumeLabelExportTable, VolumeLabelImport, ) - from niworkflows.engine.workflows import LiterateWorkflow as Workflow - + # reuse saved atlas to atlas transform + atlas_xfm = resource_filename("nibabies", "data/MNIInfant_to_MNI1526NLinAsym.mat") inputnode = pe.Node( - niu.IdentityInterface(fields=["bold_file", "bold_roi", "atlas_roi", "atlas_xfm"]), + niu.IdentityInterface(fields=["bold_file", "bold_roi", "atlas_roi"]), name="inputnode", ) outputnode = pe.Node(niu.IdentityInterface(fields=["subcortical_file"]), name='outputnode') - applyxfm_atlas = pe.Node(fsl.ApplyXFM(), name="applyxfm_atlas") + applyxfm_atlas = pe.Node(fsl.ApplyXFM(in_matrix_file=atlas_xfm), name="applyxfm_atlas") vol_resample = pe.Node( - VolumeAffineResample(method="ENCLOSING_VOXEL", flirt=True), + VolumeAffineResample(method="ENCLOSING_VOXEL", flirt=True, affine=atlas_xfm), name="vol_resample" ) subj_rois = pe.Node(VolumeAllLabelsToROIs(label_map=1), name="subj_rois") @@ -168,11 +168,9 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al workflow.connect([ (inputnode, applyxfm_atlas, [ ("bold_file", "in_file"), - ("atlas_roi", "reference"), - ("atlas_xfm", "in_matrix_file")]), + ("atlas_roi", "reference")]), (inputnode, vol_resample, [ ("bold_roi", "in_file"), - ("atlas_xfm", "affine"), ("bold_roi", "flirt_source_volume")]), (applyxfm_atlas, vol_resample, [ ("out_file", "volume_space"), diff --git a/scripts/bold_subcortical.py b/scripts/bold_subcortical.py index 2d50c773..15535bce 100644 --- a/scripts/bold_subcortical.py +++ b/scripts/bold_subcortical.py @@ -2,14 +2,13 @@ from pathlib import Path -def init_workflow(bold_file, bold_roi, bold_atlas_roi, atlas_xfm, vol_sigma): +def init_workflow(bold_file, bold_roi, bold_atlas_roi, vol_sigma): from nibabies.workflows.bold.alignment import init_subcortical_mni_alignment_wf wf = init_subcortical_mni_alignment_wf(vol_sigma=vol_sigma) wf.inputs.inputnode.bold_file = bold_file wf.inputs.inputnode.bold_roi = bold_roi wf.inputs.inputnode.atlas_roi = bold_atlas_roi - wf.inputs.inputnode.atlas_xfm = atlas_xfm wf.base_dir = Path('workdir').absolute() return wf @@ -37,11 +36,6 @@ def init_workflow(bold_file, bold_roi, bold_atlas_roi, atlas_xfm, vol_sigma): type=Path, help="segmentations in ROI space, unrefined", ) - parser.add_argument( - "atlas_xfm", - type=Path, - help="transformation of input BOLD file to MNI space", - ) parser.add_argument( "--vol-sigma", type=float, @@ -58,7 +52,6 @@ def init_workflow(bold_file, bold_roi, bold_atlas_roi, atlas_xfm, vol_sigma): opts.bold_file.absolute(), opts.bold_roi.absolute(), opts.bold_atlas_roi.absolute(), - opts.atlas_xfm.absolute(), vol_sigma=opts.vol_sigma, ) From 8a835ed4f06b04972cd1451719cc6743df31e000 Mon Sep 17 00:00:00 2001 From: mathiasg Date: Wed, 4 Aug 2021 19:16:45 -0400 Subject: [PATCH 02/13] ENH: Subcortical ROI 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Aug 2021 23:55:41 -0400 Subject: [PATCH 06/13] FIX: Improve input/output clarity --- nibabies/workflows/bold/alignment.py | 27 ++++++++++++--------------- 1 file changed, 12 insertions(+), 15 deletions(-) diff --git a/nibabies/workflows/bold/alignment.py b/nibabies/workflows/bold/alignment.py index 3581105c..3c7d53de 100644 --- a/nibabies/workflows/bold/alignment.py +++ b/nibabies/workflows/bold/alignment.py @@ -22,21 +22,19 @@ def init_subcortical_rois_wf(*, name="subcortical_rois_wf"): Inputs ------ - anat_aseg : :obj:`str` - FreeSurfer's aseg in subject space - std_aseg : :obj:`str` - FreeSurfer's aseg in `MNI152NLin6Asym` space + bold_aseg : :obj:`str` + FreeSurfer's aseg in BOLD space Outputs ------- - anat_subc_rois : :obj:`str` - Subcortical ROIs in subject space - std_subc_rois : :obj:`str` + bold_subcortical_rois : :obj:`str` + Subcortical ROIs in BOLD space + std_subcortical_rois : :obj:`str` Subcortical ROIs in `MNI152NLin6Asym` space """ from templateflow.api import get as get_template - # TODO: Implement anatomical refinement once InfantFS outputs subj/mri/wmparc.mgz + # TODO: Implement BOLD refinement once InfantFS outputs subj/mri/wmparc.mgz # The code is found at # https://github.com/DCAN-Labs/dcan-infant-pipeline/blob/ # 0e9c2fe32fb4a5032d0a2a3e0905ad97fa52b398/PostFreeSurfer/scripts/ @@ -54,22 +52,23 @@ def init_subcortical_rois_wf(*, name="subcortical_rois_wf"): ) workflow = Workflow(name="aseg_refinement_wf") - inputnode = pe.Node(niu.IdentityInterface(fields=["anat_aseg"]), name='inputnode') + inputnode = pe.Node(niu.IdentityInterface(fields=["bold_aseg"]), name='inputnode') outputnode = pe.Node( - niu.IdentityInterface(fields=["anat_subcortical_rois", "std_subcortical_rois"]), name='outputnode', + niu.IdentityInterface(fields=["bold_subcortical_rois", "std_subcortical_rois"]), + name='outputnode', ) applywarp_tpl = pe.Node( fsl.ApplyWarp(in_file=tpl_avgwmparc, ref_file=tpl_rois, interp="nn"), name="applywarp_std" ) - refine_anat_rois = pe.Node(niu.Function(function=drop_labels), name="refine_anat_rois") + refine_bold_rois = pe.Node(niu.Function(function=drop_labels), name="refine_bold_rois") refine_std_rois = pe.Node(niu.Function(function=drop_labels), name="refine_std_rois") workflow.connect( - (inputnode, refine_anat_rois, [("anat_aseg", "in_file")]), + (inputnode, refine_bold_rois, [("bold_aseg", "in_file")]), (applywarp_tpl, refine_std_rois, [("out_file", "in_file")]), - (refine_anat_rois, outputnode, [("out", "anat_subcortical_rois")]), + (refine_bold_rois, outputnode, [("out", "bold_subcortical_rois")]), (refine_std_rois, outputnode, [("out", "std_subcortical_rois")]), ) return workflow @@ -99,8 +98,6 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al File containing ROIs in BOLD space atlas_roi : :obj:`str` File containing ROIs in atlas space - std_xfm : :obj:`str` - File containing transform to the standard (MNI) space Outputs ------- From e103ec31b4f5927c8860835502233df2f207a9cb Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 5 Aug 2021 00:09:35 -0400 Subject: [PATCH 07/13] FIX: Proper data path --- ...NI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz | Bin 1 file changed, 0 insertions(+), 0 deletions(-) rename {data => nibabies/data}/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz (100%) diff --git a/data/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz b/nibabies/data/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz similarity index 100% rename from data/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz rename to nibabies/data/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz From a5751d142476cad01e4d63051aba0bf57ae18a48 Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 5 Aug 2021 13:34:52 -0400 Subject: [PATCH 08/13] FIX: Syntax errors and connections --- nibabies/workflows/bold/alignment.py | 57 ++++++++++++++++----------- nibabies/workflows/bold/base.py | 25 ++++++++---- nibabies/workflows/bold/resampling.py | 5 ++- 3 files changed, 53 insertions(+), 34 deletions(-) diff --git a/nibabies/workflows/bold/alignment.py b/nibabies/workflows/bold/alignment.py index 3c7d53de..b6e658f0 100644 --- a/nibabies/workflows/bold/alignment.py +++ b/nibabies/workflows/bold/alignment.py @@ -2,11 +2,12 @@ Subcortical alignment into MNI space """ -import pkg_resources from nipype.interfaces import utility as niu, fsl from nipype.pipeline import engine as pe from niworkflows.engine.workflows import LiterateWorkflow as Workflow +from ...interfaces.workbench import VolumeLabelImport + from pkg_resources import resource_filename @@ -43,34 +44,43 @@ def init_subcortical_rois_wf(*, name="subcortical_rois_wf"): # # # For now, just use the aseg - tpl_rois = get_template( - 'MNI152NLin6Asym', resolution=2, atlas="HCP", suffix="dseg", raise_empty=True - ) - # TODO: Move to TemplateFlow - tpl_avgwmparc = pkg_resources( - 'nibabies', 'data/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz' - ) - - workflow = Workflow(name="aseg_refinement_wf") + workflow = Workflow(name=name) inputnode = pe.Node(niu.IdentityInterface(fields=["bold_aseg"]), name='inputnode') outputnode = pe.Node( niu.IdentityInterface(fields=["bold_subcortical_rois", "std_subcortical_rois"]), name='outputnode', ) + # Fetch the HCP volumetric template + tpl_rois = get_template( + 'MNI152NLin6Asym', resolution=2, atlas="HCP", suffix="dseg", raise_empty=True + ) + outputnode.inputs.std_subcortical_rois = tpl_rois + + # This will only used for the wmparc in subject space + # For now, define it and don't run it + # TODO: Move to TemplateFlow + + # tpl_avgwmparc = resource_filename( + # 'nibabies', 'data/tpl-MNI152NLin6Asym_res-01_desc-avgwmparc_dseg.nii.gz' + # ) + # applywarp_tpl = pe.Node( + # fsl.ApplyWarp(in_file=tpl_avgwmparc, ref_file=tpl_rois, interp="nn"), + # name="applywarp_std" + # ) - applywarp_tpl = pe.Node( - fsl.ApplyWarp(in_file=tpl_avgwmparc, ref_file=tpl_rois, interp="nn"), - name="applywarp_std" + subcortical_labels = resource_filename( + 'nibabies', 'data/FreeSurferSubcorticalLabelTableLut.txt' + ) + refine_bold_rois = pe.Node( + VolumeLabelImport(label_list_file=subcortical_labels, discard_others=True), + name="refine_bold_rois", ) - refine_bold_rois = pe.Node(niu.Function(function=drop_labels), name="refine_bold_rois") - refine_std_rois = pe.Node(niu.Function(function=drop_labels), name="refine_std_rois") - workflow.connect( + workflow.connect([ (inputnode, refine_bold_rois, [("bold_aseg", "in_file")]), - (applywarp_tpl, refine_std_rois, [("out_file", "in_file")]), - (refine_bold_rois, outputnode, [("out", "bold_subcortical_rois")]), - (refine_std_rois, outputnode, [("out", "std_subcortical_rois")]), - ) + # (applywarp_tpl, refine_std_rois, [("out_file", "in_file")]), + (refine_bold_rois, outputnode, [("out_file", "bold_subcortical_rois")]), + ]) return workflow @@ -101,7 +111,7 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al Outputs ------- - subcortical_file : :obj:`str` + subcortical_volume : :obj:`str` Volume file containing all ROIs individually aligned to standard subcortical_labels : :obj:`str` Volume file containing all labels @@ -118,7 +128,6 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al VolumeAffineResample, VolumeAllLabelsToROIs, VolumeLabelExportTable, - VolumeLabelImport, ) # reuse saved atlas to atlas transform atlas_xfm = resource_filename("nibabies", "data/MNIInfant_to_MNI1526NLinAsym.mat") @@ -127,7 +136,7 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al name="inputnode", ) outputnode = pe.Node( - niu.IdentityInterface(fields=["subcortical_file", "subcortical_labels"]), + niu.IdentityInterface(fields=["subcortical_volume", "subcortical_labels"]), name='outputnode' ) @@ -286,7 +295,7 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al ("op_files", "operand_files"), ("op_string", "op_string")]), (separate, merge_rois, [("volume_all_file", "in_files")]), - (merge_rois, outputnode, [("out_file", "subcortical_file")]), + (merge_rois, outputnode, [("out_file", "subcortical_volume")]), (inputnode, outputnode, [("atlas_roi", "subcortical_labels")]), ]) # fmt: on diff --git a/nibabies/workflows/bold/base.py b/nibabies/workflows/bold/base.py index 3cfbda1c..1bb88f28 100644 --- a/nibabies/workflows/bold/base.py +++ b/nibabies/workflows/bold/base.py @@ -765,22 +765,31 @@ def init_func_preproc_wf(bold_file, has_fieldmap=False): # CIFTI output if config.workflow.cifti_output: + from .alignment import init_subcortical_rois_wf, init_subcortical_mni_alignment_wf from .resampling import init_bold_grayords_wf + + subcortical_rois_wf = init_subcortical_rois_wf() + subcortical_mni_alignment_wf = init_subcortical_mni_alignment_wf() bold_grayords_wf = init_bold_grayords_wf( grayord_density=config.workflow.cifti_output, mem_gb=mem_gb['resampled'], - repetition_time=metadata['RepetitionTime']) + repetition_time=metadata['RepetitionTime'] + ) workflow.connect([ - (inputnode, bold_grayords_wf, [ - ('subjects_dir', 'inputnode.subjects_dir')]), - (bold_std_trans_wf, bold_grayords_wf, [ - ('outputnode.bold_std', 'inputnode.bold_std'), - ('outputnode.spatial_reference', 'inputnode.spatial_reference')]), + (bold_t1_trans_wf, subcortical_rois_wf, [ + ("outputnode.bold_aseg_t1", "inputnode.bold_aseg")]), + (bold_bold_trans_wf, subcortical_mni_alignment_wf, [ + ("outputnode.bold", "inputnode.bold_file")]), + (subcortical_rois_wf, subcortical_mni_alignment_wf, [ + ("outputnode.bold_subcortical_rois", "inputnode.bold_roi"), + ("outputnode.std_subcortical_rois", "inputnode.atlas_roi")]), + (subcortical_mni_alignment_wf, bold_grayords_wf, [ + ("outputnode.subcortical_volume", "inputnode.subcortical_volume"), + ("outputnode.subcortical_labels", "inputnode.subcortical_labels")]), (bold_surf_wf, bold_grayords_wf, [ ('outputnode.surfaces', 'inputnode.surf_files'), - ('outputnode.target', 'inputnode.surf_refs'), - ]), + ('outputnode.target', 'inputnode.surf_refs')]), (bold_grayords_wf, outputnode, [ ('outputnode.cifti_bold', 'bold_cifti'), ('outputnode.cifti_variant', 'cifti_variant'), diff --git a/nibabies/workflows/bold/resampling.py b/nibabies/workflows/bold/resampling.py index db05111e..f348002d 100644 --- a/nibabies/workflows/bold/resampling.py +++ b/nibabies/workflows/bold/resampling.py @@ -575,7 +575,7 @@ def init_bold_grayords_wf( import templateflow as tf from niworkflows.engine.workflows import LiterateWorkflow as Workflow from niworkflows.interfaces.utility import KeySelect - from ..interfaces.workbench import CiftiCreateDenseTimeseries + from ...interfaces.workbench import CiftiCreateDenseTimeseries workflow = Workflow(name=name) workflow.__desc__ = """\ @@ -588,7 +588,7 @@ def init_bold_grayords_wf( inputnode = pe.Node(niu.IdentityInterface(fields=[ 'subcortical_volume', - 'subcortical_label', + 'subcortical_labels', 'surf_files', 'surf_refs', ]), name='inputnode') @@ -648,6 +648,7 @@ def init_bold_grayords_wf( niu.Function(function=_gen_metadata, output_names=["out_metadata", "variant", "density"]), name="gen_cifti_metadata", ) + gen_cifti_metadata.inputs.grayord_density = grayord_density workflow.connect([ (inputnode, gen_cifti, [ From 4a29d4f9438dcda92520167c98cf70aa87464fc5 Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 5 Aug 2021 13:36:20 -0400 Subject: [PATCH 09/13] ADD: FS Subcortical labels in workbench preferred format --- .../FreeSurferSubcorticalLabelTableLut.txt | 38 +++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 nibabies/data/FreeSurferSubcorticalLabelTableLut.txt diff --git a/nibabies/data/FreeSurferSubcorticalLabelTableLut.txt b/nibabies/data/FreeSurferSubcorticalLabelTableLut.txt new file mode 100644 index 00000000..331c61e6 --- /dev/null +++ b/nibabies/data/FreeSurferSubcorticalLabelTableLut.txt @@ -0,0 +1,38 @@ +ACCUMBENS_LEFT +26 255 165 0 255 +ACCUMBENS_RIGHT +58 255 165 0 255 +AMYGDALA_LEFT +18 103 255 255 255 +AMYGDALA_RIGHT +54 103 255 255 255 +BRAIN_STEM +16 119 159 176 255 +CAUDATE_LEFT +11 122 186 220 255 +CAUDATE_RIGHT +50 122 186 220 255 +CEREBELLUM_LEFT +8 230 148 34 255 +CEREBELLUM_RIGHT +47 230 148 34 255 +DIENCEPHALON_VENTRAL_LEFT +28 165 42 42 255 +DIENCEPHALON_VENTRAL_RIGHT +60 165 42 42 255 +HIPPOCAMPUS_LEFT +17 220 216 20 255 +HIPPOCAMPUS_RIGHT +53 220 216 20 255 +PALLIDUM_LEFT +13 12 48 255 255 +PALLIDUM_RIGHT +52 13 48 255 255 +PUTAMEN_LEFT +12 236 13 176 255 +PUTAMEN_RIGHT +51 236 13 176 255 +THALAMUS_LEFT +10 0 118 14 255 +THALAMUS_RIGHT +49 0 118 14 255 From 69c1b1834d32436b80b2ba366efe1b71a35bc5aa Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 16 Sep 2021 11:12:21 -0400 Subject: [PATCH 10/13] FIX: Update template to template affine xform The Tempateflow version of the MNIInfant differs from the version of the template found in the dcan lab repo. This is a rough computation of the transform calculated with FSL FLIRT. --- nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat b/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat index 3918a348..f7bef6e0 100644 --- a/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat +++ b/nibabies/data/MNIInfant_to_MNI1526NLinAsym.mat @@ -1,4 +1,4 @@ -1.490687862 -0.02892014991 0.02570415817 -43.39380236 -0.02114597129 1.609292671 0.07208106742 -87.03566676 --0.03261338228 0.06239157298 1.648022023 -51.82622065 -0 0 0 1 \ No newline at end of file +1.330660649 -0.004427136451 0.01025602509 -41.20370054 +-0.003753457765 1.339140797 0.153721562 -68.37553187 +-0.01546533827 -0.05324436952 1.426601839 -22.76900701 +0 0 0 1 From 3ba7ab072296a6997e979f95f16386ab7258c9c3 Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 16 Sep 2021 11:22:37 -0400 Subject: [PATCH 11/13] FIX: Clarify CIFTI workflows IO field names --- nibabies/workflows/bold/alignment.py | 54 ++++++++++++++-------------- nibabies/workflows/bold/base.py | 36 +++++++++++++++---- 2 files changed, 56 insertions(+), 34 deletions(-) diff --git a/nibabies/workflows/bold/alignment.py b/nibabies/workflows/bold/alignment.py index b6e658f0..49be9cb3 100644 --- a/nibabies/workflows/bold/alignment.py +++ b/nibabies/workflows/bold/alignment.py @@ -23,14 +23,14 @@ def init_subcortical_rois_wf(*, name="subcortical_rois_wf"): Inputs ------ - bold_aseg : :obj:`str` - FreeSurfer's aseg in BOLD space + MNIInfant_aseg : :obj:`str` + FreeSurfer's aseg in MNIInfant space Outputs ------- - bold_subcortical_rois : :obj:`str` - Subcortical ROIs in BOLD space - std_subcortical_rois : :obj:`str` + MNIInfant_rois : :obj:`str` + Subcortical ROIs in MNIInfant space + MNI152_rois : :obj:`str` Subcortical ROIs in `MNI152NLin6Asym` space """ from templateflow.api import get as get_template @@ -45,16 +45,16 @@ def init_subcortical_rois_wf(*, name="subcortical_rois_wf"): # For now, just use the aseg workflow = Workflow(name=name) - inputnode = pe.Node(niu.IdentityInterface(fields=["bold_aseg"]), name='inputnode') + inputnode = pe.Node(niu.IdentityInterface(fields=["MNIInfant_aseg"]), name='inputnode') outputnode = pe.Node( - niu.IdentityInterface(fields=["bold_subcortical_rois", "std_subcortical_rois"]), + niu.IdentityInterface(fields=["MNIInfant_rois", "MNI152_rois"]), name='outputnode', ) # Fetch the HCP volumetric template tpl_rois = get_template( 'MNI152NLin6Asym', resolution=2, atlas="HCP", suffix="dseg", raise_empty=True ) - outputnode.inputs.std_subcortical_rois = tpl_rois + outputnode.inputs.MNI152_rois = tpl_rois # This will only used for the wmparc in subject space # For now, define it and don't run it @@ -77,9 +77,9 @@ def init_subcortical_rois_wf(*, name="subcortical_rois_wf"): ) workflow.connect([ - (inputnode, refine_bold_rois, [("bold_aseg", "in_file")]), + (inputnode, refine_bold_rois, [("MNIInfant_aseg", "in_file")]), # (applywarp_tpl, refine_std_rois, [("out_file", "in_file")]), - (refine_bold_rois, outputnode, [("out_file", "bold_subcortical_rois")]), + (refine_bold_rois, outputnode, [("out_file", "MNIInfant_rois")]), ]) return workflow @@ -102,12 +102,12 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al Inputs ------ - bold_file : :obj:`str` - BOLD file - bold_roi : :obj:`str` - File containing ROIs in BOLD space - atlas_roi : :obj:`str` - File containing ROIs in atlas space + MNIInfant_bold : :obj:`str` + BOLD file in MNI Infant space + MNIInfant_rois : :obj:`str` + File containing ROIs in MNI Infant space + MNI152_rois : :obj:`str` + File containing ROIs in MNI152NLin6Asym space Outputs ------- @@ -132,12 +132,12 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al # reuse saved atlas to atlas transform atlas_xfm = resource_filename("nibabies", "data/MNIInfant_to_MNI1526NLinAsym.mat") inputnode = pe.Node( - niu.IdentityInterface(fields=["bold_file", "bold_roi", "atlas_roi"]), + niu.IdentityInterface(fields=["MNIInfant_bold", "MNIInfant_rois", "MNI152_rois"]), name="inputnode", ) outputnode = pe.Node( niu.IdentityInterface(fields=["subcortical_volume", "subcortical_labels"]), - name='outputnode' + name='outputnode', ) applyxfm_atlas = pe.Node(fsl.ApplyXFM(in_matrix_file=atlas_xfm), name="applyxfm_atlas") @@ -248,24 +248,24 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al # fmt: off workflow.connect([ (inputnode, applyxfm_atlas, [ - ("bold_file", "in_file"), - ("atlas_roi", "reference")]), + ("MNIInfant_bold", "in_file"), + ("MNI152_rois", "reference")]), (inputnode, vol_resample, [ - ("bold_roi", "in_file"), - ("bold_roi", "flirt_source_volume")]), + ("MNIInfant_rois", "in_file"), + ("MNIInfant_rois", "flirt_source_volume")]), (applyxfm_atlas, vol_resample, [ ("out_file", "volume_space"), ("out_file", "flirt_target_volume")]), - (inputnode, subj_rois, [("bold_roi", "in_file")]), - (inputnode, atlas_rois, [("atlas_roi", "in_file")]), + (inputnode, subj_rois, [("MNIInfant_rois", "in_file")]), + (inputnode, atlas_rois, [("MNI152_rois", "in_file")]), (subj_rois, split_rois, [("out_file", "in_file")]), (atlas_rois, split_atlas_rois, [("out_file", "in_file")]), - (inputnode, atlas_labels, [("atlas_roi", "in_file")]), + (inputnode, atlas_labels, [("MNI152_rois", "in_file")]), (atlas_labels, parse_labels, [("out_file", "label_file")]), # for loop across ROIs (split_rois, roi2atlas, [("out_files", "in_file")]), (split_atlas_rois, roi2atlas, [("out_files", "reference")]), - (inputnode, applyxfm_roi, [("bold_file", "in_file")]), + (inputnode, applyxfm_roi, [("MNIInfant_bold", "in_file")]), (split_atlas_rois, applyxfm_roi, [("out_files", "reference")]), (roi2atlas, applyxfm_roi, [("out_matrix_file", "in_matrix_file")]), (applyxfm_roi, bold_mask_roi, [("out_file", "in_file")]), @@ -296,7 +296,7 @@ def init_subcortical_mni_alignment_wf(*, vol_sigma=0.8, name='subcortical_mni_al ("op_string", "op_string")]), (separate, merge_rois, [("volume_all_file", "in_files")]), (merge_rois, outputnode, [("out_file", "subcortical_volume")]), - (inputnode, outputnode, [("atlas_roi", "subcortical_labels")]), + (inputnode, outputnode, [("MNI152_rois", "subcortical_labels")]), ]) # fmt: on return workflow diff --git a/nibabies/workflows/bold/base.py b/nibabies/workflows/bold/base.py index 1bb88f28..760e9a34 100644 --- a/nibabies/workflows/bold/base.py +++ b/nibabies/workflows/bold/base.py @@ -19,6 +19,7 @@ from niworkflows.utils.connections import pop_file, listify from niworkflows.interfaces.header import ValidateImage +from niworkflows.interfaces.utility import KeySelect from sdcflows.interfaces.brainmask import BrainExtraction from ...interfaces import DerivativesDataSink @@ -768,6 +769,20 @@ def init_func_preproc_wf(bold_file, has_fieldmap=False): from .alignment import init_subcortical_rois_wf, init_subcortical_mni_alignment_wf from .resampling import init_bold_grayords_wf + key = None + for space in spaces.get_spaces(nonstandard=False, dim=(3,)): + if "MNIInfant" in space: + key = space.replace(":", "_") + + assert key is not None, f"MNIInfant not found in SpatialReferences: {spaces}" + + # BOLD/ROIs should be in MNIInfant space + cifti_select_std = pe.Node( + KeySelect(fields=['bold_std', 'bold_aseg_std'], key=key), + name='cifti_select_std', + run_without_submitting=True, + ) + subcortical_rois_wf = init_subcortical_rois_wf() subcortical_mni_alignment_wf = init_subcortical_mni_alignment_wf() bold_grayords_wf = init_bold_grayords_wf( @@ -777,13 +792,21 @@ def init_func_preproc_wf(bold_file, has_fieldmap=False): ) workflow.connect([ - (bold_t1_trans_wf, subcortical_rois_wf, [ - ("outputnode.bold_aseg_t1", "inputnode.bold_aseg")]), - (bold_bold_trans_wf, subcortical_mni_alignment_wf, [ - ("outputnode.bold", "inputnode.bold_file")]), + (bold_std_trans_wf, cifti_select_std, [ + ("outputnode.bold_std", "bold_std"), + ("outputnode.bold_aseg_std", "bold_aseg_std"), + ("outputnode.spatial_reference", "keys")]), + (cifti_select_std, subcortical_rois_wf, [ + ("bold_aseg_std", "inputnode.MNIInfant_aseg")]), + (cifti_select_std, subcortical_mni_alignment_wf, [ + ("bold_std", "inputnode.MNIInfant_bold")]), + # (bold_t1_trans_wf, subcortical_rois_wf, [ + # ("outputnode.bold_aseg_t1", "inputnode.bold_aseg")]), + # (bold_bold_trans_wf, subcortical_mni_alignment_wf, [ + # ("outputnode.bold", "inputnode.bold_file")]), (subcortical_rois_wf, subcortical_mni_alignment_wf, [ - ("outputnode.bold_subcortical_rois", "inputnode.bold_roi"), - ("outputnode.std_subcortical_rois", "inputnode.atlas_roi")]), + ("outputnode.MNIInfant_rois", "inputnode.MNIInfant_rois"), + ("outputnode.MNI152_rois", "inputnode.MNI152_rois")]), (subcortical_mni_alignment_wf, bold_grayords_wf, [ ("outputnode.subcortical_volume", "inputnode.subcortical_volume"), ("outputnode.subcortical_labels", "inputnode.subcortical_labels")]), @@ -876,7 +899,6 @@ def init_func_preproc_wf(bold_file, has_fieldmap=False): from niworkflows.interfaces.reportlets.registration import ( SimpleBeforeAfterRPT as SimpleBeforeAfter, ) - from niworkflows.interfaces.utility import KeySelect from sdcflows.workflows.apply.registration import init_coeff2epi_wf from sdcflows.workflows.apply.correction import init_unwarp_wf From 5858d0806267667e670e37d59babaa5f591ae9cf Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 16 Sep 2021 11:23:26 -0400 Subject: [PATCH 12/13] FIX: Use an absolute path --- nibabies/workflows/bold/resampling.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nibabies/workflows/bold/resampling.py b/nibabies/workflows/bold/resampling.py index f348002d..4b17c0d2 100644 --- a/nibabies/workflows/bold/resampling.py +++ b/nibabies/workflows/bold/resampling.py @@ -682,7 +682,7 @@ def _gen_metadata(grayord_density): "volume": "MNI152NLin6Asym", "surface_density": "32k" if grayord_density == "91k" else "59k", } - out_metadata = Path("dtseries_variant.json") + out_metadata = Path("dtseries_variant.json").absolute() out_metadata.write_text(json.dumps(out_json, indent=2)) return str(out_metadata), space, grayord_density From 3bec9483397ee4ce6e256a39e1b244d3d8d0df9d Mon Sep 17 00:00:00 2001 From: mathiasg Date: Thu, 16 Sep 2021 11:48:45 -0400 Subject: [PATCH 13/13] FIX: Doctest --- nibabies/interfaces/workbench.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nibabies/interfaces/workbench.py b/nibabies/interfaces/workbench.py index 02641cc5..95fa036e 100644 --- a/nibabies/interfaces/workbench.py +++ b/nibabies/interfaces/workbench.py @@ -1431,7 +1431,7 @@ class VolumeLabelImport(WBCommand): >>> label_import.inputs.label_list_file = data_dir / 'label_list.txt' >>> label_import.cmdline #doctest: +ELLIPSIS +NORMALIZE_WHITESPACE 'wb_command -volume-label-import .../atlas.nii .../label_list.txt \ - atlas_labels.nii.gz -unlabeled-value 0' + atlas_labels.nii.gz' """ input_spec = VolumeLabelImportInputSpec