brainKCCA (version 0.1.0)

Region-Level Connectivity Network Construction via Kernel Canonical Correlation Analysis

Description

It is designed to calculate connection between (among) brain regions and plot connection lines. Also, the summary function is included to summarize group-level connectivity network. Kang, Jian (2016) .

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Version

Install

install.packages('brainKCCA')

Monthly Downloads

220

Version

0.1.0

License

LGPL

Maintainer

Jian Kang

Last Published

April 27th, 2018

Functions in brainKCCA (0.1.0)

perm_kCCA

Calculation of Strength of the Connectivity among Multiple Brain Regions

permkCCA_multipleRegion

Calculation of Strength of the Connectivity among multiple Brain Regions

input_img

This is data to be included as example

multipleRegion_plot

Multiple Regions Connection Plot

meanConnection

Calculate percentage of connection in all pairwise brain regions.

summary_kcca

Print information of object generated by permkCCA_multipleRegion function

nii2RData

Read NIfTI Image(s) File(s) into R data