Thresholding TFCE output

Threshold TFCE maps from the TFCE_vertex_analysis() output and identifies significant clusters at the desired threshold.

Usage

TFCE_threshold(TFCEoutput, p = 0.05, atlas = 1, k = 20, VWR_check = TRUE)

Arguments

TFCEoutput

An object containing the output from TFCE_vertex_analysis()

p

A numeric object specifying the p-value to threshold the results (Default is 0.05)

atlas

A numeric integer object corresponding to the atlas of interest. 1=Desikan, 2=Schaefer-100, 3=Schaefer-200, 4=Glasser-360, 5=Destrieux-148 (Default is 1)

k

Cluster-forming threshold (Default is 20)

VWR_check

A boolean object specifying whether to check and validate system requirements. Default is TRUE.

Value

A list object containing the cluster level results, thresholded t-stat map, and positive, negative and bidirectional cluster maps.

Examples

model1_TFCE=readRDS(system.file('demo_data/model1_TFCE.rds', 
package = 'VertexWiseR'))

TFCEanalysis_output=TFCE_threshold(model1_TFCE, p=0.05, atlas=1,
VWR_check=FALSE)
TFCEanalysis_output$cluster_level_results
#> $`Positive contrast`
#> [1] "No significant clusters"
#> 
#> $`Negative contrasts`
#>   clusid nverts      P   X     Y     Z tstat              region
#> 1      1   8098 <0.001  47   4.0 -16.6 12.64 rh-superiortemporal
#> 2      2   7728 <0.001 -34 -25.7  16.2 14.23           lh-insula
#>