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| 1 | +"""Script for testing the subcortical MNI alignment""" |
| 2 | +from pathlib import Path |
| 3 | + |
| 4 | + |
| 5 | +def init_workflow(bold_file, bold_roi, bold_atlas_roi, atlas_xfm, TR=None): |
| 6 | + from nibabies.workflows.bold.alignment import init_subcortical_mni_alignment_wf |
| 7 | + |
| 8 | + if TR is None: |
| 9 | + # guess TR from header |
| 10 | + import nibabel as nb |
| 11 | + img = nb.load(bold_file) |
| 12 | + assert len(img.shape) > 3, "Not a 4D file" |
| 13 | + TR = img.header['pixdim'][4] |
| 14 | + |
| 15 | + wf = init_subcortical_mni_alignment_wf(repetition_time=TR) |
| 16 | + wf.inputs.inputnode.bold_file = bold_file |
| 17 | + wf.inputs.inputnode.bold_roi = bold_roi |
| 18 | + wf.inputs.inputnode.atlas_roi = bold_atlas_roi |
| 19 | + wf.inputs.inputnode.atlas_xfm = atlas_xfm |
| 20 | + |
| 21 | + wf.base_dir = Path('workdir').absolute() |
| 22 | + return wf |
| 23 | + |
| 24 | + |
| 25 | +if __name__ == "__main__": |
| 26 | + from argparse import ArgumentParser, RawTextHelpFormatter |
| 27 | + |
| 28 | + parser = ArgumentParser( |
| 29 | + description="DCAN subcortical MNI alignment", |
| 30 | + formatter_class=RawTextHelpFormatter, |
| 31 | + ) |
| 32 | + parser.add_argument( |
| 33 | + "bold_file", |
| 34 | + type=Path, |
| 35 | + help="the input BOLD file", |
| 36 | + ) |
| 37 | + parser.add_argument( |
| 38 | + "bold_roi", |
| 39 | + type=Path, |
| 40 | + help="segmentations in BOLD space", |
| 41 | + ) |
| 42 | + parser.add_argument( |
| 43 | + "bold_atlas_roi", |
| 44 | + type=Path, |
| 45 | + help="segmentations in ROI space, unrefined", |
| 46 | + ) |
| 47 | + parser.add_argument( |
| 48 | + "atlas_xfm", |
| 49 | + type=Path, |
| 50 | + help="transformation of input BOLD file to MNI space", |
| 51 | + ) |
| 52 | + parser.add_argument( |
| 53 | + "--tr", |
| 54 | + type=float, |
| 55 | + help="BOLD repetition time. If not provided, NIfTI header information is used", |
| 56 | + ) |
| 57 | + opts = parser.parse_args() |
| 58 | + init_workflow( |
| 59 | + opts.bold_file.absolute(), |
| 60 | + opts.bold_roi.absolute(), |
| 61 | + opts.bold_atlas_roi.absolute(), |
| 62 | + opts.atlas_xfm.absolute(), |
| 63 | + TR=opts.tr, |
| 64 | + ).run() |
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