Running STAPLE | Multi-class STAPLE
Package: stapler 0.8.0
stapler: Simultaneous Truth and Performance Level Estimation
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.
Authors:
stapler_0.8.0.tar.gz
stapler_0.8.0.zip(r-4.7)stapler_0.8.0.zip(r-4.6)stapler_0.8.0.zip(r-4.5)
stapler_0.8.0.tgz(r-4.6-any)stapler_0.8.0.tgz(r-4.5-any)
stapler_0.8.0.tar.gz(r-4.7-any)stapler_0.8.0.tar.gz(r-4.6-any)
stapler_0.8.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
stapler/json (API)
| # Install 'stapler' in R: |
| install.packages('stapler', repos = c('https://muschellij2.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/muschellij2/stapler/issues
Last updated from:b5918581de. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 134 | ||
| source / vignettes | OK | 326 | ||
| linux-release-x86_64 | OK | 122 | ||
| macos-release-arm64 | OK | 100 | ||
| macos-oldrel-arm64 | OK | 68 | ||
| windows-devel | OK | 89 | ||
| windows-release | OK | 83 | ||
| windows-oldrel | OK | 77 | ||
| wasm-release | OK | 135 |
Exports:staplestaple_bin_imgstaple_bin_matstaple_example_datastaple_multi_imgstaple_multi_mat
Dependencies:matrixStatsRcppRNifti
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generic STAPLE Algorithm | staple staple.array staple.character staple.default staple.list |
| Run STAPLE on a set of nifti images | staple_bin_img staple_multi_img |
| STAPLE on binary matrix | staple_bin_mat |
| STAPLE Example Data | staple_example_data |
| STAPLE on Multi-class matrix | staple_multi_mat |
