Package: brainKCCA 0.1.0

brainKCCA: Region-Level Connectivity Network Construction via Kernel Canonical Correlation Analysis

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) <doi:10.1016/j.neuroimage.2016.06.042>.

Authors:Xubo Yue [aut], Jian Kang [cre]

brainKCCA_0.1.0.tar.gz
brainKCCA_0.1.0.zip(r-4.5)brainKCCA_0.1.0.zip(r-4.4)brainKCCA_0.1.0.zip(r-4.3)
brainKCCA_0.1.0.tgz(r-4.5-any)brainKCCA_0.1.0.tgz(r-4.4-any)brainKCCA_0.1.0.tgz(r-4.3-any)
brainKCCA_0.1.0.tar.gz(r-4.5-noble)brainKCCA_0.1.0.tar.gz(r-4.4-noble)
brainKCCA_0.1.0.tgz(r-4.4-emscripten)brainKCCA_0.1.0.tgz(r-4.3-emscripten)
brainKCCA.pdf |brainKCCA.html✨
brainKCCA/json (API)

# Install 'brainKCCA' in R:
install.packages('brainKCCA', repos = c('https://kangjian2016.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kangjian2016/brainkcca/issues

Datasets:
  • input_img - This is data to be included as example

On CRAN:

Conda:

3.70 score 5 scripts 246 downloads 7 exports 83 dependencies

Last updated 6 years agofrom:3ad10ab7d0. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winNOTEMar 05 2025
R-4.5-macNOTEMar 05 2025
R-4.5-linuxNOTEMar 05 2025
R-4.4-winNOTEMar 05 2025
R-4.4-macNOTEMar 05 2025
R-4.4-linuxNOTEMar 05 2025
R-4.3-winNOTEMar 05 2025
R-4.3-macNOTEMar 05 2025

Exports:meanConnectionmultipleRegion_plotnii2RDataperm_kCCAperm_kCCA_parpermkCCA_multipleRegionsummary_kcca

Dependencies:abindashbase64encbitopsbrainRbslibcachemCCAcliclustercolorspacedeSolvedigestdotCall64elasticnetevaluatefansifarverfastmapfdafdsfieldsFNNfontawesomefsggplot2gluegtablehdrcdehighrhtmltoolshtmlwidgetsisobandjquerylibjsonlitekernlabKernSmoothknitrkslabelinglarslatticelifecyclelocfitmagrittrmapsMASSMatrixmclustmemoisemgcvmimemisc3dmulticoolmunsellmvtnormnlmeoro.niftipcaPPpillarpkgconfigpracmaR6rainbowrappdirsRColorBrewerRcppRCurlrglrlangrmarkdownRNiftisassscalesspamtibbletinytexutf8vctrsviridisLitewithrxfunyaml

Examples to build region-level connectivity network

Xubo Yue, Chia-Wei Hsu, Jian Kang

Rendered frombrainKCCA.Rmdusingknitr::rmarkdownon Mar 05 2025.

Last update: 2019-05-02
Started: 2019-05-02