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mgxdmgxd
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Merge pull request #437 from mgxd/fix/anat-coreg
ENH: Output anatomical coregistration transforms, if generated
2 parents a95c8bd + 1edb875 commit fef5aa8

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‎.circleci/bcp_anat_outputs.txt

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@@ -16,7 +16,9 @@ sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_desc-preproc_T2w.json
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_desc-preproc_T2w.nii.gz
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-MNIInfant+1_to-T1w_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T1w_to-MNIInfant+1_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T1w_to-T2w_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T1w_to-fsnative_mode-image_xfm.txt
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T2w_to-T1w_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-fsnative_to-T1w_mode-image_xfm.txt
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_hemi-L_curv.shape.gii
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_hemi-L_inflated.surf.gii

‎.circleci/bcp_full_outputs.txt

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@@ -16,7 +16,9 @@ sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_desc-preproc_T2w.json
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_desc-preproc_T2w.nii.gz
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-MNIInfant+1_to-T1w_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T1w_to-MNIInfant+1_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T1w_to-T2w_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T1w_to-fsnative_mode-image_xfm.txt
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-T2w_to-T1w_mode-image_xfm.h5
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_from-fsnative_to-T1w_mode-image_xfm.txt
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_hemi-L_curv.shape.gii
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sub-01/ses-1mo/anat/sub-01_ses-1mo_run-001_hemi-L_inflated.surf.gii

‎nibabies/data/within_subject_t1t2.json renamed to ‎nibabies/data/t1-t2-coreg.json

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@@ -31,9 +31,9 @@
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[ 0.1, 3.0, 0.0 ]
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],
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"transforms": [ "Translation", "Rigid", "SyN" ],
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"use_histogram_matching": [ true, true, true ],
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"use_histogram_matching": false,
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"verbose": true,
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"winsorize_lower_quantile": 0.0001,
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"winsorize_upper_quantile": 0.9999,
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"write_composite_transform": false
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"write_composite_transform": true
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}

‎nibabies/data/t1_to_bold.json

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This file was deleted.

‎nibabies/workflows/anatomical/fit.py

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@@ -35,8 +35,9 @@
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)
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from nibabies import config
38+
from nibabies.interfaces import DerivativesDataSink
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from nibabies.workflows.anatomical.brain_extraction import init_infant_brain_extraction_wf
39-
from nibabies.workflows.anatomical.outputs import init_anat_reports_wf
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from nibabies.workflows.anatomical.outputs import init_anat_reports_wf, init_coreg_report_wf
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from nibabies.workflows.anatomical.preproc import init_anat_preproc_wf, init_csf_norm_wf
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from nibabies.workflows.anatomical.registration import (
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init_concat_registrations_wf,
@@ -741,36 +742,33 @@ def init_infant_anat_fit_wf(
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probmap=probmap,
742743
)
743744

744-
# TODO: Currently the XFMs are transform0GenericAffine.mat, transform1Warp.nii.gz
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# The coregistration should be changed to instead save
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# 'composite_transform' and 'inverse_composite_transform'
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# from antsRegistration (single h5 files)
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#
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# ds_t1w2t2w_xfm = pe.Node(
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# DerivativesDataSink(
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# base_directory=output_dir,
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# to='T2w',
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# mode='image',
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# suffix='xfm',
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# dismiss_entites=('desc', 'echo'),
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# **{'from': 'T1w'}
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# ),
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# name='ds_t1w2t2w_xfm',
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# run_without_submitting=True,
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# )
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# ds_t2w2t1w_xfm = pe.Node(
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# DerivativesDataSink(
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# base_directory=output_dir,
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# to='T1w',
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# mode='image',
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# suffix='xfm',
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# dismiss_entites=('desc', 'echo'),
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# **{'from': 'T2w'}
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# ),
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# name='ds_t2w2t1w_xfm',
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# run_without_submitting=True,
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# )
745+
ds_t1w2t2w_xfm = pe.Node(
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DerivativesDataSink(
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base_directory=output_dir,
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to='T2w',
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mode='image',
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suffix='xfm',
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dismiss_entities=('desc', 'echo'),
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**{'from': 'T1w'},
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),
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name='ds_t1w2t2w_xfm',
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run_without_submitting=True,
756+
)
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ds_t2w2t1w_xfm = pe.Node(
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DerivativesDataSink(
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base_directory=output_dir,
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to='T1w',
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mode='image',
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suffix='xfm',
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dismiss_entities=('desc', 'echo'),
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**{'from': 'T2w'},
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),
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name='ds_t2w2t1w_xfm',
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run_without_submitting=True,
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)
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coreg_report_wf = init_coreg_report_wf(output_dir=output_dir)
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775773
workflow.connect([
776774
(t1w_validate, coregistration_wf, [
@@ -780,22 +778,28 @@ def init_infant_anat_fit_wf(
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('t2w_preproc', 'inputnode.in_t2w'),
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('t2w_mask', 'inputnode.in_mask'),
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]),
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# (coregistration_wf, ds_t1w2t2w_xfm, [
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# ('outputnode.t1w2t2w_xfm', 'in_file'),
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# ]),
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# (sourcefile_buffer, ds_t1w2t2w_xfm, [
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# ('t1w_source_files', 'source_file'),
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# ]),
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# (coregistration_wf, ds_t2w2t1w_xfm, [
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# ('outputnode.t2w2t1w_xfm', 'in_file'),
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# ]),
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# (sourcefile_buffer, ds_t2w2t1w_xfm, [
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# ('t2w_source_files', 'source_file'),
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# ]),
781+
(coregistration_wf, ds_t1w2t2w_xfm, [
782+
('outputnode.t1w2t2w_xfm', 'in_file'),
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]),
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(sourcefile_buffer, ds_t1w2t2w_xfm, [
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('t1w_source_files', 'source_file'),
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]),
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(coregistration_wf, ds_t2w2t1w_xfm, [
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('outputnode.t2w2t1w_xfm', 'in_file'),
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]),
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(sourcefile_buffer, ds_t2w2t1w_xfm, [
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('t2w_source_files', 'source_file'),
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]),
795793
(coregistration_wf, coreg_buffer, [
796794
('outputnode.t1w2t2w_xfm', 't1w2t2w_xfm'),
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('outputnode.t2w2t1w_xfm', 't2w2t1w_xfm'),
798796
]),
797+
(coregistration_wf, coreg_report_wf, [
798+
('outputnode.t1w_preproc', 'inputnode.t1w_preproc'),
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('outputnode.t2w_preproc', 'inputnode.t2w_preproc'),
800+
('outputnode.t1w_mask', 'inputnode.in_mask'),
801+
]),
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(sourcefile_buffer, coreg_report_wf, [('anat_source_files', 'inputnode.source_file')]),
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]) # fmt:skip
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if probmap:

‎nibabies/workflows/anatomical/registration.py

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@@ -134,7 +134,7 @@ def init_coregistration_wf(
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135135
# Set up T1w -> T2w within-subject registration
136136
coreg = pe.Node(
137-
Registration(from_file=get_file('nibabies', 'data/within_subject_t1t2.json')),
137+
Registration(from_file=get_file('nibabies', 'data/t1-t2-coreg.json')),
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name='coreg',
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n_procs=omp_nthreads,
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mem_gb=mem_gb,
@@ -177,15 +177,14 @@ def init_coregistration_wf(
177177
('in_t2w', 'input_image')]),
178178
(fixed_masks_arg, coreg, [('out', 'fixed_image_masks')]),
179179
(coreg, map_t2w, [
180-
('reverse_transforms', 'transforms'),
181-
('reverse_invert_flags', 'invert_transform_flags'),
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('inverse_composite_transform', 'transforms'),
182181
]),
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(final_n4, apply_mask, [('output_image', 'in_file')]),
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(final_n4, outputnode, [('output_image', 't1w_preproc')]),
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(map_t2w, outputnode, [('output_image', 't2w_preproc')]),
186185
(apply_mask, outputnode, [('out_file', 't1w_brain')]),
187-
(coreg, outputnode, [('forward_transforms', 't1w2t2w_xfm')]),
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(coreg, outputnode, [('reverse_transforms', 't2w2t1w_xfm')]),
186+
(coreg, outputnode, [('composite_transform', 't1w2t2w_xfm')]),
187+
(coreg, outputnode, [('inverse_composite_transform', 't2w2t1w_xfm')]),
189188
])
190189
# fmt: on
191190

@@ -218,8 +217,8 @@ def init_coregistration_wf(
218217
('in_t1w', 'reference_image'),
219218
('in_probmap', 'input_image')]),
220219
(coreg, map_mask, [
221-
('reverse_transforms', 'transforms'),
222-
('reverse_invert_flags', 'invert_transform_flags')]),
220+
('inverse_composite_transform', 'transforms'),
221+
]),
223222
(map_mask, thr_mask, [('output_image', 'in_file')]),
224223
(map_mask, final_n4, [('output_image', 'weight_image')]),
225224
(thr_mask, outputnode, [('out_mask', 't1w_mask')]),
@@ -240,8 +239,8 @@ def init_coregistration_wf(
240239
('in_t1w', 'reference_image'),
241240
('in_mask', 'input_image')]),
242241
(coreg, map_precomp_mask, [
243-
('reverse_transforms', 'transforms'),
244-
('reverse_invert_flags', 'invert_transform_flags')]),
242+
('inverse_composite_transform', 'transforms'),
243+
]),
245244
(map_precomp_mask, final_n4, [('output_image', 'weight_image')]),
246245
(map_precomp_mask, outputnode, [('output_image', 't1w_mask')]),
247246
(map_precomp_mask, apply_mask, [('output_image', 'in_mask')]),

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