bootstrap_searchlight | R Documentation |
This function generates a spherical searchlight iterator by sampling regions from within a brain mask. It creates searchlight spheres around random center voxels, allowing the same surround voxel to belong to multiple searchlight samples.
bootstrap_searchlight(mask, radius = 8, iter = 100)
mask |
A |
radius |
A numeric value specifying the radius of the searchlight sphere in voxel units (default is 8). |
iter |
An integer specifying the total number of searchlights to sample (default is 100). |
Searchlight centers are sampled without replacement, but the same surround voxel can belong to multiple searchlight samples.
A deferred_list
object containing ROIVolWindow
objects,
each representing a spherical searchlight region sampled from within the mask.
# Load an example brain mask
mask <- read_vol(system.file("extdata", "global_mask.nii", package="neuroim2"))
# Generate a bootstrap searchlight iterator with a radius of 6 voxels
## Not run:
searchlights <- bootstrap_searchlight(mask, radius = 6)
## End(Not run)
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