An implementation of Simultaneous Truth and Performance Level Estimation (STAPLE) <doi:10.1109/TMI.2004.828354>. This method is used when there are multiple raters for an object, typically an image, and this method fuses these ratings into one rating. It uses an expectation-maximization method to estimate this rating and the individual specificity/sensitivity for each rater.
| Version: | 0.8.0 |
| Imports: | matrixStats,RNifti |
| Suggests: | knitr,rmarkdown,covr,testthat,spelling |
| Published: | 2025-04-01 |
| DOI: | 10.32614/CRAN.package.stapler |
| Author: | John Muschelli [aut, cre] |
| Maintainer: | John Muschelli <muschellij2 at gmail.com> |
| BugReports: | https://github.com/muschellij2/stapler/issues |
| License: | GPL-3 |
| URL: | https://github.com/muschellij2/stapler |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | stapler citation info |
| Materials: | README,NEWS |
| CRAN checks: | stapler results |
| Reference manual: | stapler.html ,stapler.pdf |
| Vignettes: | STAPLE Example (source,R code) |
| Package source: | stapler_0.8.0.tar.gz |
| Windows binaries: | r-devel:stapler_0.8.0.zip, r-release:stapler_0.8.0.zip, r-oldrel:stapler_0.8.0.zip |
| macOS binaries: | r-release (arm64):stapler_0.8.0.tgz, r-oldrel (arm64):stapler_0.8.0.tgz, r-release (x86_64):stapler_0.8.0.tgz, r-oldrel (x86_64):stapler_0.8.0.tgz |
| Old sources: | stapler archive |
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