From de5ee61da71dd860e48e5c79ce0631112b972d97 Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Wed, 29 Jan 2025 14:24:20 -0500 Subject: [PATCH 1/8] feat: Add FSLMotionParams interface to recover motion parameters --- fmriprep/interfaces/confounds.py | 57 ++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) diff --git a/fmriprep/interfaces/confounds.py b/fmriprep/interfaces/confounds.py index e57ccb1d2..999bc45d8 100644 --- a/fmriprep/interfaces/confounds.py +++ b/fmriprep/interfaces/confounds.py @@ -34,6 +34,7 @@ import re import nibabel as nb +import nitransforms as nt import numpy as np import pandas as pd from nipype import logging @@ -50,6 +51,8 @@ from nipype.utils.filemanip import fname_presuffix from nireports.reportlets.modality.func import fMRIPlot from niworkflows.utils.timeseries import _cifti_timeseries, _nifti_timeseries +from scipy import ndimage as ndi +from scipy.spatial import transform as sst LOGGER = logging.getLogger('nipype.interface') @@ -87,6 +90,60 @@ def _run_interface(self, runtime): return runtime +class _FSLMotionParamsInputSpec(BaseInterfaceInputSpec): + xfm_file = File(exists=True, desc='Head motion transform file') + boldref_file = File(exists=True, desc='BOLD reference file') + + +class _FSLMotionParamsOutputSpec(TraitedSpec): + out_file = File(desc='Output motion parameters file') + + +class FSLMotionParams(SimpleInterface): + """Reconstruct FSL motion parameters from affine transforms.""" + + input_spec = _FSLMotionParamsInputSpec + output_spec = _FSLMotionParamsOutputSpec + + def _run_interface(self, runtime): + self._results['out_file'] = fname_presuffix( + self.inputs.boldref_file, suffix='_motion.tsv', newpath=runtime.cwd + ) + + boldref = nb.load(self.inputs.boldref_file) + hmc = nt.linear.load(self.inputs.xfm_file) + + # FSL's "center of gravity" is the center of mass scaled by zooms + # No rotation is applied. + center_of_gravity = np.matmul( + np.diag(boldref.header.get_zooms()), + ndi.center_of_mass(np.asanyarray(boldref.dataobj)), + ) + + # Revert to vox2vox transforms + fsl_hmc = nt.io.fsl.FSLLinearTransformArray.from_ras( + hmc.matrix, reference=boldref, moving=boldref + ) + fsl_matrix = np.stack([xfm['parameters'] for xfm in fsl_hmc.xforms]) + + # FSL uses left-handed rotation conventions, so transpose + mats = fsl_matrix[:, :3, :3].transpose(0, 2, 1) + + # Rotations are recovered directly + rot_xyz = sst.Rotation.from_matrix(mats).as_euler('XYZ') + # Translations are recovered by applying the rotation to the center of gravity + trans_xyz = fsl_matrix[:, :3, 3] - mats @ center_of_gravity + center_of_gravity + + params = pd.DataFrame( + data=np.hstack((trans_xyz, rot_xyz)), + columns=['trans_x', 'trans_y', 'trans_z', 'rot_x', 'rot_y', 'rot_z'], + ) + + params.to_csv(self._results['out_file'], sep='\t', index=False) + + return runtime + + class _FilterDroppedInputSpec(BaseInterfaceInputSpec): in_file = File(exists=True, desc='input CompCor metadata') From ad88ffcd05de810296c8a22f60b359bb5e025d52 Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Wed, 29 Jan 2025 15:23:32 -0500 Subject: [PATCH 2/8] feat: Add FramewiseDisplacement interface that expects headers --- fmriprep/interfaces/confounds.py | 33 ++++++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) diff --git a/fmriprep/interfaces/confounds.py b/fmriprep/interfaces/confounds.py index 999bc45d8..8d069b717 100644 --- a/fmriprep/interfaces/confounds.py +++ b/fmriprep/interfaces/confounds.py @@ -144,6 +144,39 @@ def _run_interface(self, runtime): return runtime +class _FramewiseDisplacementInputSpec(BaseInterfaceInputSpec): + in_file = File(exists=True, desc='Head motion transform file') + radius = traits.Float(50, usedefault=True, desc='Radius of the head in mm') + + +class _FramewiseDisplacementOutputSpec(TraitedSpec): + out_file = File(desc='Output framewise displacement file') + + +class FramewiseDisplacement(SimpleInterface): + """Calculate framewise displacement estimates.""" + + input_spec = _FramewiseDisplacementInputSpec + output_spec = _FramewiseDisplacementOutputSpec + + def _run_interface(self, runtime): + self._results['out_file'] = fname_presuffix( + self.inputs.in_file, suffix='_fd.tsv', newpath=runtime.cwd + ) + + motion = pd.read_csv(self.inputs.in_file, delimiter='\t') + + # Filter and ensure we have all parameters + diff = motion[['trans_x', 'trans_y', 'trans_z', 'rot_x', 'rot_y', 'rot_z']].diff() + diff[['rot_x', 'rot_y', 'rot_z']] *= self.inputs.radius + + fd = pd.DataFrame(diff.abs().sum(axis=1), columns=['FramewiseDisplacement']) + + fd.to_csv(self._results['out_file'], sep='\t', index=False) + + return runtime + + class _FilterDroppedInputSpec(BaseInterfaceInputSpec): in_file = File(exists=True, desc='input CompCor metadata') From 19853a1daff8356f4fce0bfca3c6ed4d3005ba94 Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Wed, 29 Jan 2025 15:25:04 -0500 Subject: [PATCH 3/8] rf: Reconstruct motion confounds from minimal derivatives --- fmriprep/workflows/bold/base.py | 3 ++- fmriprep/workflows/bold/confounds.py | 31 ++++++++++++++-------------- fmriprep/workflows/bold/fit.py | 7 +------ fmriprep/workflows/bold/hmc.py | 19 ++--------------- 4 files changed, 20 insertions(+), 40 deletions(-) diff --git a/fmriprep/workflows/bold/base.py b/fmriprep/workflows/bold/base.py index e37692f0e..f7c8c4249 100644 --- a/fmriprep/workflows/bold/base.py +++ b/fmriprep/workflows/bold/base.py @@ -673,7 +673,8 @@ def init_bold_wf( ]), (bold_fit_wf, bold_confounds_wf, [ ('outputnode.bold_mask', 'inputnode.bold_mask'), - ('outputnode.movpar_file', 'inputnode.movpar_file'), + ('outputnode.hmc_boldref', 'inputnode.hmc_boldref'), + ('outputnode.motion_xfm', 'inputnode.motion_xfm'), ('outputnode.rmsd_file', 'inputnode.rmsd_file'), ('outputnode.boldref2anat_xfm', 'inputnode.boldref2anat_xfm'), ('outputnode.dummy_scans', 'inputnode.skip_vols'), diff --git a/fmriprep/workflows/bold/confounds.py b/fmriprep/workflows/bold/confounds.py index 115f65604..c21fbb47a 100644 --- a/fmriprep/workflows/bold/confounds.py +++ b/fmriprep/workflows/bold/confounds.py @@ -38,6 +38,8 @@ from ...interfaces.confounds import ( FilterDropped, FMRISummary, + FramewiseDisplacement, + FSLMotionParams, GatherConfounds, RenameACompCor, ) @@ -120,8 +122,8 @@ def init_bold_confs_wf( when available. bold_mask BOLD series mask - movpar_file - SPM-formatted motion parameters file + motion_xfm + ITK-formatted head motion transforms rmsd_file Root mean squared deviation as measured by ``fsl_motion_outliers`` [Jenkinson2002]_. skip_vols @@ -221,7 +223,8 @@ def init_bold_confs_wf( fields=[ 'bold', 'bold_mask', - 'movpar_file', + 'hmc_boldref', + 'motion_xfm', 'rmsd_file', 'skip_vols', 't1w_mask', @@ -262,8 +265,11 @@ def init_bold_confs_wf( mem_gb=mem_gb, ) + # Motion parameters + motion_params = pe.Node(FSLMotionParams(), name='motion_params') + # Frame displacement - fdisp = pe.Node(nac.FramewiseDisplacement(parameter_source='SPM'), name='fdisp', mem_gb=mem_gb) + fdisp = pe.Node(FramewiseDisplacement(), name='fdisp', mem_gb=mem_gb) # Generate aCompCor probseg maps acc_masks = pe.Node(aCompCorMasks(is_aseg=freesurfer), name='acc_masks') @@ -367,12 +373,6 @@ def init_bold_confs_wf( mem_gb=0.01, run_without_submitting=True, ) - add_motion_headers = pe.Node( - AddTSVHeader(columns=['trans_x', 'trans_y', 'trans_z', 'rot_x', 'rot_y', 'rot_z']), - name='add_motion_headers', - mem_gb=0.01, - run_without_submitting=True, - ) add_rmsd_header = pe.Node( AddTSVHeader(columns=['rmsd']), name='add_rmsd_header', @@ -518,12 +518,13 @@ def _select_cols(table): if not col.startswith(('a_comp_cor_', 't_comp_cor_', 'std_dvars')) ] - # fmt:off workflow.connect([ # connect inputnode to each non-anatomical confound node (inputnode, dvars, [('bold', 'in_file'), ('bold_mask', 'in_mask')]), - (inputnode, fdisp, [('movpar_file', 'in_file')]), + (inputnode, motion_params, [('motion_xfm', 'xfm_file'), + ('hmc_boldref', 'boldref_file')]), + (motion_params, fdisp, [('out_file', 'in_file')]), # Brain mask (inputnode, t1w_mask_tfm, [('t1w_mask', 'input_image'), ('bold_mask', 'reference_image'), @@ -566,7 +567,6 @@ def _select_cols(table): (merge_rois, signals, [('out', 'label_files')]), # Collate computed confounds together - (inputnode, add_motion_headers, [('movpar_file', 'in_file')]), (inputnode, add_rmsd_header, [('rmsd_file', 'in_file')]), (dvars, add_dvars_header, [('out_nstd', 'in_file')]), (dvars, add_std_dvars_header, [('out_std', 'in_file')]), @@ -576,7 +576,7 @@ def _select_cols(table): ('pre_filter_file', 'cos_basis')]), (rename_acompcor, concat, [('components_file', 'acompcor')]), (crowncompcor, concat, [('components_file', 'crowncompcor')]), - (add_motion_headers, concat, [('out_file', 'motion')]), + (motion_params, concat, [('out_file', 'motion')]), (add_rmsd_header, concat, [('out_file', 'rmsd')]), (add_dvars_header, concat, [('out_file', 'dvars')]), (add_std_dvars_header, concat, [('out_file', 'std_dvars')]), @@ -617,8 +617,7 @@ def _select_cols(table): (concat, conf_corr_plot, [('confounds_file', 'confounds_file'), (('confounds_file', _select_cols), 'columns')]), (conf_corr_plot, ds_report_conf_corr, [('out_file', 'in_file')]), - ]) - # fmt: on + ]) # fmt: skip return workflow diff --git a/fmriprep/workflows/bold/fit.py b/fmriprep/workflows/bold/fit.py index 660fc0241..c7bcbcbab 100644 --- a/fmriprep/workflows/bold/fit.py +++ b/fmriprep/workflows/bold/fit.py @@ -178,8 +178,6 @@ def init_bold_fit_wf( boldref2fmap_xfm Affine transform mapping from BOLD reference space to the fieldmap space, if applicable. - movpar_file - MCFLIRT motion parameters, normalized to SPM format (X, Y, Z, Rx, Ry, Rz) rmsd_file Root mean squared deviation as measured by ``fsl_motion_outliers`` [Jenkinson2002]_. dummy_scans @@ -287,7 +285,6 @@ def init_bold_fit_wf( 'motion_xfm', 'boldref2anat_xfm', 'boldref2fmap_xfm', - 'movpar_file', 'rmsd_file', ], ), @@ -303,7 +300,7 @@ def init_bold_fit_wf( ) fmapref_buffer = pe.Node(niu.Function(function=_select_ref), name='fmapref_buffer') hmc_buffer = pe.Node( - niu.IdentityInterface(fields=['hmc_xforms', 'movpar_file', 'rmsd_file']), name='hmc_buffer' + niu.IdentityInterface(fields=['hmc_xforms', 'rmsd_file']), name='hmc_buffer' ) fmapreg_buffer = pe.Node( niu.IdentityInterface(fields=['boldref2fmap_xfm']), name='fmapreg_buffer' @@ -357,7 +354,6 @@ def init_bold_fit_wf( (fmapreg_buffer, outputnode, [('boldref2fmap_xfm', 'boldref2fmap_xfm')]), (hmc_buffer, outputnode, [ ('hmc_xforms', 'motion_xfm'), - ('movpar_file', 'movpar_file'), ('rmsd_file', 'rmsd_file'), ]), (inputnode, func_fit_reports_wf, [ @@ -449,7 +445,6 @@ def init_bold_fit_wf( ]), (bold_hmc_wf, ds_hmc_wf, [('outputnode.xforms', 'inputnode.xforms')]), (bold_hmc_wf, hmc_buffer, [ - ('outputnode.movpar_file', 'movpar_file'), ('outputnode.rmsd_file', 'rmsd_file'), ]), (ds_hmc_wf, hmc_buffer, [('outputnode.xforms', 'hmc_xforms')]), diff --git a/fmriprep/workflows/bold/hmc.py b/fmriprep/workflows/bold/hmc.py index 35cd4a1fc..6e6b3448c 100644 --- a/fmriprep/workflows/bold/hmc.py +++ b/fmriprep/workflows/bold/hmc.py @@ -32,8 +32,6 @@ from nipype.interfaces import utility as niu from nipype.pipeline import engine as pe -from ...config import DEFAULT_MEMORY_MIN_GB - def init_bold_hmc_wf(mem_gb: float, omp_nthreads: int, name: str = 'bold_hmc_wf'): """ @@ -73,14 +71,11 @@ def init_bold_hmc_wf(mem_gb: float, omp_nthreads: int, name: str = 'bold_hmc_wf' ------- xforms ITKTransform file aligning each volume to ``ref_image`` - movpar_file - MCFLIRT motion parameters, normalized to SPM format (X, Y, Z, Rx, Ry, Rz) rmsd_file Root mean squared deviation as measured by ``fsl_motion_outliers`` [Jenkinson2002]_. """ from niworkflows.engine.workflows import LiterateWorkflow as Workflow - from niworkflows.interfaces.confounds import NormalizeMotionParams from niworkflows.interfaces.itk import MCFLIRT2ITK workflow = Workflow(name=name) @@ -94,9 +89,7 @@ def init_bold_hmc_wf(mem_gb: float, omp_nthreads: int, name: str = 'bold_hmc_wf' inputnode = pe.Node( niu.IdentityInterface(fields=['bold_file', 'raw_ref_image']), name='inputnode' ) - outputnode = pe.Node( - niu.IdentityInterface(fields=['xforms', 'movpar_file', 'rmsd_file']), name='outputnode' - ) + outputnode = pe.Node(niu.IdentityInterface(fields=['xforms', 'rmsd_file']), name='outputnode') # Head motion correction (hmc) mcflirt = pe.Node( @@ -107,25 +100,17 @@ def init_bold_hmc_wf(mem_gb: float, omp_nthreads: int, name: str = 'bold_hmc_wf' fsl2itk = pe.Node(MCFLIRT2ITK(), name='fsl2itk', mem_gb=0.05, n_procs=omp_nthreads) - normalize_motion = pe.Node( - NormalizeMotionParams(format='FSL'), name='normalize_motion', mem_gb=DEFAULT_MEMORY_MIN_GB - ) - def _pick_rel(rms_files): return rms_files[-1] - # fmt:off workflow.connect([ (inputnode, mcflirt, [('raw_ref_image', 'ref_file'), ('bold_file', 'in_file')]), (inputnode, fsl2itk, [('raw_ref_image', 'in_source'), ('raw_ref_image', 'in_reference')]), (mcflirt, fsl2itk, [('mat_file', 'in_files')]), - (mcflirt, normalize_motion, [('par_file', 'in_file')]), (mcflirt, outputnode, [(('rms_files', _pick_rel), 'rmsd_file')]), (fsl2itk, outputnode, [('out_file', 'xforms')]), - (normalize_motion, outputnode, [('out_file', 'movpar_file')]), - ]) - # fmt:on + ]) # fmt:skip return workflow From bb97d478681d5f9bbbf8397b2fbe8c9ff9e5db49 Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Thu, 30 Jan 2025 06:07:18 -0800 Subject: [PATCH 4/8] test: Add baseline motion parameters, transforms and ref --- ...gamblestask_run-01_desc-hmc_boldref.nii.gz | Bin 0 -> 234478 bytes ...blestask_run-01_desc-motion_timeseries.tsv | 17 ++++ ...rig_to-boldref_mode-image_desc-hmc_xfm.txt | 80 ++++++++++++++++++ 3 files changed, 97 insertions(+) create mode 100644 fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-hmc_boldref.nii.gz create mode 100644 fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv create mode 100644 fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_from-orig_to-boldref_mode-image_desc-hmc_xfm.txt diff --git a/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-hmc_boldref.nii.gz b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-hmc_boldref.nii.gz new file mode 100644 index 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a/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv new file mode 100644 index 000000000..54f50dbb4 --- /dev/null +++ b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv @@ -0,0 +1,17 @@ +trans_x trans_y trans_z rot_x rot_y rot_z +1.19425e-05 0.0443863 0.00472985 0.000356176 -0.000617445 0.0 +-2.57666e-05 0.0463662 0.0623273 -0.000208795 -0.00012937 0.0 +-2.64055e-05 -0.00438628 0.067513 -2.59508e-05 -0.00012937 0.000173904 +0.0161645 -0.0226134 0.0630764 -2.59508e-05 -0.000199844 0.000279081 +0.0161497 -0.0263834 0.0464668 0.000161259 -0.00012937 0.000573335 +0.0161482 -0.0226144 0.0345415 6.52323e-05 -7.276439999999998e-05 0.000573335 +0.0121946 -0.00426109 0.0671039 -2.59508e-05 -0.00012937 0.000312581 +0.0121556 -0.0175135 0.04042 -2.59508e-05 -0.00012937 0.000166363 +0.0126526 -0.000813328 0.0778061 -2.59508e-05 -0.00012937 0.000166363 +0.012614 0.0250656 0.106248 -0.000320333 0.000149271 0.000166363 +0.0126599 -0.0252459 0.0731423999999999 2.99512e-05 -0.000204037 0.000166363 +-0.00608005 0.0349207 0.110289 -0.000485119 -0.00012937 8.57718e-05 +-0.00607796 -0.00933714 0.0796319999999999 -0.000126125 -0.00012937 0.000166363 +0.0124531 0.00996903 0.0986678 -0.000266813 -0.000207949 0.000166363 +0.010915 -0.00933714 0.0986667 -0.000126125 -0.000248281 0.000166363 +0.0119349 0.00531637 0.0808524 -0.000209587 -0.0 0.000226933 diff --git a/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_from-orig_to-boldref_mode-image_desc-hmc_xfm.txt b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_from-orig_to-boldref_mode-image_desc-hmc_xfm.txt new file mode 100644 index 000000000..c6e2228bf --- /dev/null +++ b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_from-orig_to-boldref_mode-image_desc-hmc_xfm.txt @@ -0,0 +1,80 @@ +#Insight Transform File V1.0 +#Transform 0 +Transform: AffineTransform_float_3_3 +Parameters: 1 2.19652e-07 -0.000617 2.19652e-07 1 0.000356 0.000617 -0.000356 0.999999 -0.0198273 0.0558417 -0.00925011 +FixedParameters: 0 0 0 + +#Transform 1 +Transform: AffineTransform_float_3_3 +Parameters: 1 -2.6961e-08 -0.000129 -2.6961e-08 1 -0.000209 0.000129 0.000209 1 -0.00408853 0.0396441 -0.0579032 +FixedParameters: 0 0 0 + +#Transform 2 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000173997 -0.000129005 -0.000174003 1 -2.59776e-05 0.000128995 2.60224e-05 1 -0.000785439 -0.00589913 -0.0665673 +FixedParameters: 0 0 0 + +#Transform 3 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000278995 -0.000200007 -0.000279005 1 -2.59442e-05 0.000199993 2.60558e-05 1 -0.0172875 -0.0245076 -0.0618151 +FixedParameters: 0 0 0 + +#Transform 4 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000573021 -0.000128908 -0.000572979 1 0.000161074 0.000129092 -0.000160926 1 -0.00936206 -0.0233705 -0.0490914 +FixedParameters: 0 0 0 + +#Transform 5 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000573005 -7.29627e-05 -0.000572995 1 6.50418e-05 7.30372e-05 -6.49581e-05 1 -0.0076044 -0.0226739 -0.0354961 +FixedParameters: 0 0 0 + +#Transform 6 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000312997 -0.000129008 -0.000313003 1 -2.59596e-05 0.000128992 2.60404e-05 1 -0.0103974 -0.00632903 -0.0661615 +FixedParameters: 0 0 0 + +#Transform 7 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000165997 -0.000129004 -0.000166003 1 -2.59786e-05 0.000128996 2.60214e-05 1 -0.0130841 -0.0189498 -0.0394762 +FixedParameters: 0 0 0 + +#Transform 8 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000165997 -0.000129004 -0.000166003 1 -2.59786e-05 0.000128996 2.60214e-05 1 -0.0135735 -0.00224875 -0.0768618 +FixedParameters: 0 0 0 + +#Transform 9 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000166048 0.000148947 -0.000165952 1 -0.000320025 -0.000149053 0.000319975 1 -0.00466364 0.014244 -0.100674 +FixedParameters: 0 0 0 + +#Transform 10 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000166006 -0.000203995 -0.000165994 1 3.00339e-05 0.000204005 -2.99661e-05 1 -0.0160123 -0.0248835 -0.0729365 +FixedParameters: 0 0 0 + +#Transform 11 +Transform: AffineTransform_float_3_3 +Parameters: 1 8.59374e-05 -0.000129042 -8.60625e-05 1 -0.000484989 0.000128958 0.000485011 1 0.00358861 0.0190405 -0.100594 +FixedParameters: 0 0 0 + +#Transform 12 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000165984 -0.000129021 -0.000166016 1 -0.000125979 0.000128979 0.000126021 1 0.00515558 -0.0139722 -0.0767701 +FixedParameters: 0 0 0 + +#Transform 13 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000165944 -0.000208044 -0.000166056 1 -0.000266965 0.000207956 0.000267034 1 -0.0159206 0.000794425 -0.0928171 +FixedParameters: 0 0 0 + +#Transform 14 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000165969 -0.000248021 -0.000166031 1 -0.000125959 0.000247979 0.000126041 1 -0.0156607 -0.0139734 -0.0953506 +FixedParameters: 0 0 0 + +#Transform 15 +Transform: AffineTransform_float_3_3 +Parameters: 1 0.000227 -4.767e-08 -0.000227 1 -0.00021 -4.767e-08 0.00021 1 -0.00762153 -0.00231912 -0.0768985 +FixedParameters: 0 0 0 From b0f543ffad1ea230fcf06b3b0501673ff214249f Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Thu, 30 Jan 2025 06:27:45 -0800 Subject: [PATCH 5/8] test: Verify motion parameter reconstruction --- fmriprep/interfaces/tests/test_confounds.py | 35 +++++++++++++++++++++ 1 file changed, 35 insertions(+) diff --git a/fmriprep/interfaces/tests/test_confounds.py b/fmriprep/interfaces/tests/test_confounds.py index c42e5a163..dcecb8cb6 100644 --- a/fmriprep/interfaces/tests/test_confounds.py +++ b/fmriprep/interfaces/tests/test_confounds.py @@ -1,5 +1,7 @@ from pathlib import Path +import numpy as np +import pandas as pd from nipype.pipeline import engine as pe from fmriprep.interfaces import confounds @@ -29,3 +31,36 @@ def test_FilterDropped(tmp_path, data_dir): target_meta = Path.read_text(data_dir / 'component_metadata_filtered.tsv') filtered_meta = Path(res.outputs.out_file).read_text() assert filtered_meta == target_meta + + +def test_FSLMotionParams(tmp_path, data_dir): + base = 'sub-01_task-mixedgamblestask_run-01' + xfms = data_dir / f'{base}_from-orig_to-boldref_mode-image_desc-hmc_xfm.txt' + boldref = data_dir / f'{base}_desc-hmc_boldref.nii.gz' + orig_timeseries = data_dir / f'{base}_desc-motion_timeseries.tsv' + + motion = pe.Node( + confounds.FSLMotionParams(xfm_file=str(xfms), boldref_file=str(boldref)), + name='fsl_motion', + base_dir=str(tmp_path), + ) + res = motion.run() + + orig_params = pd.read_csv(orig_timeseries, sep='\t') + derived_params = pd.read_csv(res.outputs.out_file, sep='\t') + + # Motion parameters are in mm and rad + # These are empirically determined bounds, but they seem reasonable + # for the units + limits = pd.DataFrame( + { + 'trans_x': [1e-4], + 'trans_y': [1e-4], + 'trans_z': [1e-4], + 'rot_x': [1e-6], + 'rot_y': [1e-6], + 'rot_z': [1e-6], + } + ) + max_diff = (orig_params - derived_params).abs().max() + assert np.all(max_diff < limits) From 22163d384425e94186cef5fe43867f53b9ef4953 Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Fri, 7 Feb 2025 11:39:30 -0500 Subject: [PATCH 6/8] test: Add test for FD interface --- ...blestask_run-01_desc-motion_timeseries.tsv | 34 +++++++++---------- fmriprep/interfaces/tests/test_confounds.py | 16 +++++++++ 2 files changed, 33 insertions(+), 17 deletions(-) diff --git a/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv index 54f50dbb4..f8371b27f 100644 --- a/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv +++ b/fmriprep/interfaces/tests/data/sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv @@ -1,17 +1,17 @@ -trans_x trans_y trans_z rot_x rot_y rot_z -1.19425e-05 0.0443863 0.00472985 0.000356176 -0.000617445 0.0 --2.57666e-05 0.0463662 0.0623273 -0.000208795 -0.00012937 0.0 --2.64055e-05 -0.00438628 0.067513 -2.59508e-05 -0.00012937 0.000173904 -0.0161645 -0.0226134 0.0630764 -2.59508e-05 -0.000199844 0.000279081 -0.0161497 -0.0263834 0.0464668 0.000161259 -0.00012937 0.000573335 -0.0161482 -0.0226144 0.0345415 6.52323e-05 -7.276439999999998e-05 0.000573335 -0.0121946 -0.00426109 0.0671039 -2.59508e-05 -0.00012937 0.000312581 -0.0121556 -0.0175135 0.04042 -2.59508e-05 -0.00012937 0.000166363 -0.0126526 -0.000813328 0.0778061 -2.59508e-05 -0.00012937 0.000166363 -0.012614 0.0250656 0.106248 -0.000320333 0.000149271 0.000166363 -0.0126599 -0.0252459 0.0731423999999999 2.99512e-05 -0.000204037 0.000166363 --0.00608005 0.0349207 0.110289 -0.000485119 -0.00012937 8.57718e-05 --0.00607796 -0.00933714 0.0796319999999999 -0.000126125 -0.00012937 0.000166363 -0.0124531 0.00996903 0.0986678 -0.000266813 -0.000207949 0.000166363 -0.010915 -0.00933714 0.0986667 -0.000126125 -0.000248281 0.000166363 -0.0119349 0.00531637 0.0808524 -0.000209587 -0.0 0.000226933 +trans_x trans_y trans_z rot_x rot_y rot_z framewise_displacement +1.19425e-05 0.0443863 0.00472985 0.000356176 -0.000617445 0.0 n/a +-2.57666e-05 0.0463662 0.0623273 -0.000208795 -0.00012937 0.0 0.1122673591 +-2.64055e-05 -0.00438628 0.067513 -2.59508e-05 -0.00012937 0.000173904 0.0737762289 +0.0161645 -0.0226134 0.0630764 -2.59508e-05 -0.000199844 0.000279081 0.0476371754999999 +0.0161497 -0.0263834 0.0464668 0.000161259 -0.00012937 0.000573335 0.04799129 +0.0161482 -0.0226144 0.0345415 6.52323e-05 -7.276439999999998e-05 0.000573335 0.023327415 +0.0121946 -0.00426109 0.0671039 -2.59508e-05 -0.00012937 0.000312581 0.075296445 +0.0121556 -0.0175135 0.04042 -2.59508e-05 -0.00012937 0.000166363 0.04728621 +0.0126526 -0.000813328 0.0778061 -2.59508e-05 -0.00012937 0.000166363 0.054583272 +0.012614 0.0250656 0.106248 -0.000320333 0.000149271 0.000166363 0.0830105879999999 +0.0126599 -0.0252459 0.0731423999999999 2.99512e-05 -0.000204037 0.000166363 0.11864261 +-0.00608005 0.0349207 0.110289 -0.000485119 -0.00012937 8.57718e-05 0.1495695699999999 +-0.00607796 -0.00933714 0.0796319999999999 -0.000126125 -0.00012937 0.000166363 0.09689619 +0.0124531 0.00996903 0.0986678 -0.000266813 -0.000207949 0.000166363 0.06783638 +0.010915 -0.00933714 0.0986667 -0.000126125 -0.000248281 0.000166363 0.02989637 +0.0119349 0.00531637 0.0808524 -0.000209587 -0.0 0.000226933 0.0531033599999999 diff --git a/fmriprep/interfaces/tests/test_confounds.py b/fmriprep/interfaces/tests/test_confounds.py index dcecb8cb6..74da764f7 100644 --- a/fmriprep/interfaces/tests/test_confounds.py +++ b/fmriprep/interfaces/tests/test_confounds.py @@ -64,3 +64,19 @@ def test_FSLMotionParams(tmp_path, data_dir): ) max_diff = (orig_params - derived_params).abs().max() assert np.all(max_diff < limits) + + +def test_FramewiseDisplacement(tmp_path, data_dir): + timeseries = data_dir / 'sub-01_task-mixedgamblestask_run-01_desc-motion_timeseries.tsv' + + framewise_displacement = pe.Node( + confounds.FramewiseDisplacement(in_file=str(timeseries)), + name='framewise_displacement', + base_dir=str(tmp_path), + ) + res = framewise_displacement.run() + + orig = pd.read_csv(timeseries, sep='\t')['framewise_displacement'] + derived = pd.read_csv(res.outputs.out_file, sep='\t')['FramewiseDisplacement'] + + assert np.allclose(orig.values, derived.values, equal_nan=True) From 8c02a8d66a1be210eb46b80d569bc52cd0c64430 Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Fri, 7 Feb 2025 11:39:44 -0500 Subject: [PATCH 7/8] fix: Preserve n/a during FD sum --- fmriprep/interfaces/confounds.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fmriprep/interfaces/confounds.py b/fmriprep/interfaces/confounds.py index 8d069b717..ec4cf8933 100644 --- a/fmriprep/interfaces/confounds.py +++ b/fmriprep/interfaces/confounds.py @@ -170,7 +170,7 @@ def _run_interface(self, runtime): diff = motion[['trans_x', 'trans_y', 'trans_z', 'rot_x', 'rot_y', 'rot_z']].diff() diff[['rot_x', 'rot_y', 'rot_z']] *= self.inputs.radius - fd = pd.DataFrame(diff.abs().sum(axis=1), columns=['FramewiseDisplacement']) + fd = pd.DataFrame(diff.abs().sum(axis=1, skipna=False), columns=['FramewiseDisplacement']) fd.to_csv(self._results['out_file'], sep='\t', index=False) From da5a0254c6385140d7c18b4a3155b568a323e18c Mon Sep 17 00:00:00 2001 From: "Christopher J. Markiewicz" Date: Fri, 7 Feb 2025 11:49:21 -0500 Subject: [PATCH 8/8] test: Filter columns for FSLMotionParams test --- fmriprep/interfaces/tests/test_confounds.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/fmriprep/interfaces/tests/test_confounds.py b/fmriprep/interfaces/tests/test_confounds.py index 74da764f7..0af8c2e3e 100644 --- a/fmriprep/interfaces/tests/test_confounds.py +++ b/fmriprep/interfaces/tests/test_confounds.py @@ -46,8 +46,9 @@ def test_FSLMotionParams(tmp_path, data_dir): ) res = motion.run() - orig_params = pd.read_csv(orig_timeseries, sep='\t') derived_params = pd.read_csv(res.outputs.out_file, sep='\t') + # orig_timeseries includes framewise_displacement + orig_params = pd.read_csv(orig_timeseries, sep='\t')[derived_params.columns] # Motion parameters are in mm and rad # These are empirically determined bounds, but they seem reasonable