neuroSCC: Bridging Simultaneous Confidence Corridors and PET Neuroimaging
Tools for the structured processing of PET neuroimaging data in preparation for the estimation of Simultaneous Confidence Corridors (SCCs) for one-group, two-group, or single-patient vs group comparisons. The package facilitates PET image loading, data restructuring, integration into a Functional Data Analysis framework, contour extraction, identification of significant results, and performance evaluation. It bridges established packages (e.g., 'oro.nifti') with novel statistical methodologies (e.g., 'ImageSCC') and enables reproducible analysis pipelines, including comparison with Statistical Parametric Mapping ('SPM').
| Version: | 1.0.0 |
| Depends: | R (≥ 4.2.0) |
| Imports: | contoureR,dplyr, graphics,memisc,oro.nifti, stats,tidyr, utils |
| Suggests: | BPST, ImageSCC,knitr,rcmdcheck,remotes,rmarkdown,roxygen2 (≥ 7.1.0), Triangulation |
| Published: | 2025-03-27 |
| DOI: | 10.32614/CRAN.package.neuroSCC |
| Author: | Juan A. Arias Lopez [aut, cre, cph], Virgilio Gomez Rubio [rev], Pablo Aguiar Fernandez [ths], Andrew Haddon Kemp [ths] |
| Maintainer: | Juan A. Arias Lopez <juanantonio.arias.lopez at usc.es> |
| BugReports: | https://github.com/iguanamarina/neuroSCC/issues |
| License: | MIT + fileLICENSE |
| URL: | https://iguanamarina.github.io/neuroSCC/,https://github.com/iguanamarina/PhD-2023-SCC-vs-SPM-Group-vs-Group,https://github.com/iguanamarina/PhD-2024-SCC-vs-SPM-SinglePatient-vs-Group |
| NeedsCompilation: | no |
| Additional_repositories: | https://iguanamarina.github.io/neuroSCC-drat |
| Materials: | README,NEWS |
| In views: | MedicalImaging |
| CRAN checks: | neuroSCC results |
Documentation:
| Reference manual: | neuroSCC.html ,neuroSCC.pdf |
| Vignettes: | landing_vignette (source,R code) one_vs_group (source,R code) two_group_comparison (source,R code) |
Downloads:
| Package source: | neuroSCC_1.0.0.tar.gz |
| Windows binaries: | r-devel:neuroSCC_1.0.0.zip, r-release:neuroSCC_1.0.0.zip, r-oldrel:neuroSCC_1.0.0.zip |
| macOS binaries: | r-release (arm64):neuroSCC_1.0.0.tgz, r-oldrel (arm64):neuroSCC_1.0.0.tgz, r-release (x86_64):neuroSCC_1.0.0.tgz, r-oldrel (x86_64):neuroSCC_1.0.0.tgz |
Linking:
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