@@ -216,13 +216,14 @@ Confounding variables calculated in *fMRIPrep* are stored separately for each su
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session and run in :abbr: `TSV ( tab-separated value ) ` files - one column for each confound variable.
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Such tabular files may include over 100 columns of potential confound regressors.
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- .. warning ::
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- Do not include all columns of `confounds_regressors.tsv ` table
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+ .. danger ::
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+ Do not include all columns of `` ~_desc- confounds_regressors.tsv` ` table
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into your design matrix or denoising procedure.
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- Filter the table first, to include only the confounds you want to remove from your fMRI signal.
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+ Filter the table first, to include only the confounds (or components thereof)
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+ you want to remove from your fMRI signal.
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The choice of confounding variables may depend on the analysis you want to perform,
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and may be not straightforward as no gold standard procedure exists.
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- For detailed description of various denoising strategies and their performance,
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+ For a detailed description of various denoising strategies and their performance,
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see [Parkes2018 ]_ and [Ciric2017 ]_.
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Confound regressors description
@@ -272,7 +273,6 @@ frames with sudden and large motion or intensity spikes.
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``1 `` value and ``0 `` elsewhere (*i.e. *, there is one ``non_steady_state_outlier_XX `` column per
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outlier/volume).
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-
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Detected outliers can be further removed from time series using methods such as:
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volume *censoring * - entirely discarding problematic time points [Power2012 ]_,
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regressing signal from outlier points in denoising procedure, or
@@ -292,7 +292,7 @@ ICA-AROMA can be enabled with the flag ``--use-aroma``.
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- ``aroma_motion_XX `` - the motion-related components identified by ICA-AROMA.
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- .. warning ::
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+ .. danger ::
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If you are already using ICA-AROMA cleaned data (``~desc-smoothAROMAnonaggr_bold.nii.gz ``),
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do not include ICA-AROMA confounds during your design specification or denoising procedure.
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