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Implement Single-Step Resampling to Template #21

@nx10

Description

@nx10

Compose transforms and apply in one step to minimize resampling.

  • Create src/rbc/core/functional/resampling.py
  • Compose per volume: motion → distortion → bold2anat → anat2template
  • Apply with FSL applywarp or ANTs antsApplyTransforms
  • Output to 2mm isotropic template
  • Use slice-timing-corrected input
  • Unit test for transform ordering
  • Integration test (~3-5 min)
  • Full test marked as slow (~10-15 min)

Output: space-template_desc-preproc_bold

Requires: Issues #5, #8, anatomical registration, 2mm MNI template

Reference: Step 13: Transform Composition and Step 14: Single-Step Resampling

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