brainprep.interfaces: Module that implements interfaces.¶
Module that implements interfaces.
Functions¶
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Affinely register a BIDS-compliant anatomical image to a template file using FSL's flirt. |
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Anonymize a text file using sed. |
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Apply an affine transformation to a BIDS-compliant image file using FSL's flirt. |
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Apply an isotropic resampling transformation to a BIDS-compliant image file using FSL's fslmaths. |
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Bias field correction of a BIDS-compliant anatomical image using ANTs's N4BiasFieldCorrection. |
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Skull-strip a BIDS-compliant anatomical image using FreeSurfer's mri_synthstrip. |
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Extract ROI-based morphometry features and global tissue volumes from CAT12 VBM outputs. |
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Compute VBM prep-processing using CAT12. |
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Copy input image files. |
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Defaces a BIDS-compliant T1-weighted anatomical image using FSL's fsl_deface. |
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FreeSurfer recon-all quality control. |
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FMRIprep quality control. |
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Compute fMRI prep-processing using fMRIPrep. |
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Check the status of a FreeSurfer recon-all process from its log file. |
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Summarizes the generated FreeSurfer features for all subjects. |
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Binary masks for white matter (WM), gray matter (GM), cerebrospinal fluid (CSF), and whole brain based on FreeSurfer ribbon and wmparc segmentations. |
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Project the different cortical features to the 'fsaverage_sym' template space using FreeSurfer's mris_apply_reg. |
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Interhemispheric surface-based registration using the fsaverage_sym template, and FreeSurfer's xhemireg and surfreg. |
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ROI-based functional connectivity from volumetric fMRI data. |
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Compute group level Image Quality Metrics (IQMs) generated by MRIQC. |
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Perform an Incremental PCA with 2 components on a collection of images matched by a regex pattern, processing them in batches. |
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Local Gyrification Index (localGI or lGI). |
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Compute overlap ratios between mask pairs from maskdiff summary files. |
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Compute summary statistics comparing two binary masks. |
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Compute the mean Pearson correlation between a reference image and a list of other images. |
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Convert FreeSurfer images back to original Nifti space. |
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Move input directory. |
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Filter MRIQC group-level metrics according to modality-specific defaults. |
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Comput enetwork entropy - "structure vs randomness" metric. |
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Uses NextBrain probabilistic atlas of the human brain, to segment ~300 distinct ROIs per hemisphere. |
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Generates a defacing mosaic image by overlaying a mask on an anatomical image. |
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Generates a histogram image with optional vertical bars. |
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Plot the given network using nilearn. |
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Plot the two first PCA components. |
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Brain parcellation using FreeSurfer's recon-all. |
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Longitudinal brain parcellation using FreeSurfer's recon-all. |
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Reorients a BIDS-compliant anatomical image using FSL's fslreorient2std. |
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Apply an isotropic resampling transformation to a BIDS-compliant image file using FSL's flirt. |
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Compute subject level Image Quality Metrics (IQMs) generated by MRIQC. |
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Ungzip input file. |
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CAT12 VBM quality control. |
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Generate CAT12 batch file. |
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Create a TSV file that records a deterministic UUID-based mapping. |