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Fix reference commands
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agahkarakuzu committed Mar 29, 2024
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# 2. Overview of processing pipeline

During the data acquisition stage, RF shimming was done using the [Shimming Toolbox](https://github.com/shimming-toolbox/shimming-toolbox) {cite:p}`DAstous2023` during the acquisition stage.
During the data acquisition stage, RF shimming was done using the [Shimming Toolbox](https://github.com/shimming-toolbox/shimming-toolbox) [@DAstous2023] during the acquisition stage.

The post-processing pipeline uses the [Spinal Cord Toolbox](https://spinalcordtoolbox.com) {cite:p}`DeLeener201724`.
The post-processing pipeline uses the [Spinal Cord Toolbox](https://spinalcordtoolbox.com) [@DeLeener201724].

For each subject:

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# 3. Requirements

* Install [Spinal Cord Toolbox](https://spinalcordtoolbox.com/user_section/installation.html) {cite:p}`DeLeener201724`, eg
* Install [Spinal Cord Toolbox](https://spinalcordtoolbox.com/user_section/installation.html) [@DeLeener201724], eg

```shell
# Install SCT ⏳
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# 5. Process anat/T2starw (GRE)

Run segmentation on GRE scan.
1. Run segmentation on GRE scan.

Copy CSF masks from the derivatives folder.
2. Copy CSF masks from the derivatives folder.

For more details about how these masks were created, see: [https://github.com/shimming-toolbox/rf-shimming-7t/issues/67](https://github.com/shimming-toolbox/rf-shimming-7t/issues/67).
> For more details about how these masks were created, see: [https://github.com/shimming-toolbox/rf-shimming-7t/issues/67](https://github.com/shimming-toolbox/rf-shimming-7t/issues/67).
Crop GRE scan for faster processing and better registration results.
3. Crop GRE scan for faster processing and better registration results.

Label vertebrae on GRE scan.
4. Label vertebrae on GRE scan.

Register *_T2starw to CoV_T2starw.
5. Register *_T2starw to CoV_T2starw.

Extract the signal intensity on the GRE scan within the spinal cord between levels C3 and T2 (included), which correspond to the region where RF shimming was prescribed.
6. Extract the signal intensity on the GRE scan within the spinal cord between levels C3 and T2 (included), which correspond to the region where RF shimming was prescribed.

Prepare data for figure of CSF/SC signal ratio from T2starw scan.
7. Prepare data for figure of CSF/SC signal ratio from T2starw scan.

Perform statistics.
8. Perform statistics.

# 6. Process fmap/TFL (flip angle maps)

Register TFL flip angle maps to the GRE scan.
1. Register TFL flip angle maps to the GRE scan.

Warping spinal cord segmentation and vertebral level to each flip angle map.
2. Warping spinal cord segmentation and vertebral level to each flip angle map.

Convert the flip angle maps to B1+ efficiency maps [nT/V] (inspired by code from Kyle Gilbert).
3. Convert the flip angle maps to B1+ efficiency maps [nT/V] (inspired by code from Kyle Gilbert).

The approach consists in calculating the B1+ efficiency using a 1ms, pi-pulse at the acquisition voltage, then scale the efficiency by the ratio of the measured flip angle to the requested flip angle in the pulse sequence.
4. The approach consists in calculating the B1+ efficiency using a 1ms, pi-pulse at the acquisition voltage, then scale the efficiency by the ratio of the measured flip angle to the requested flip angle in the pulse sequence.

Extract B1+ value along the spinal cord between levels C3 and T2 (included).
5. Extract B1+ value along the spinal cord between levels C3 and T2 (included).

Prepare data for figure of B1+ values along the spinal cord across shim methods.
6. Prepare data for figure of B1+ values along the spinal cord across shim methods.

Perform statistics.
7. Perform statistics.

# 7. Paper figures

Prepare RF shimming mask for figure.
1. Prepare RF shimming mask for figure.

Create figure of B1+ maps.
2. Create figure of B1+ maps.

![B1+ efficiency for one participant (sub-05) across all seven RF shimming conditions. The top left panel shows the tfl_b1map magnitude image with an overlay of the mask that was used to perform RF shimming. Text inserts show the mean (in nT/V) and CoV (in %) of B1+ efficiency along the spinal cord between C3 and T2.
\label{fig:fig2}](fig2_b1plus_map.png)
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