Package: stapler 0.7.2
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_0.7.2.tar.gz
stapler_0.7.2.zip(r-4.5)stapler_0.7.2.zip(r-4.4)stapler_0.7.2.zip(r-4.3)
stapler_0.7.2.tgz(r-4.5-any)stapler_0.7.2.tgz(r-4.4-any)stapler_0.7.2.tgz(r-4.3-any)
stapler_0.7.2.tar.gz(r-4.5-noble)stapler_0.7.2.tar.gz(r-4.4-noble)
stapler_0.7.2.tgz(r-4.4-emscripten)stapler_0.7.2.tgz(r-4.3-emscripten)
stapler.pdf |stapler.html✨
stapler/json (API)
NEWS
| # 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 4 years agofrom:6f3f69437b. Checks:5 OK, 3 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 26 2025 |
| R-4.5-win | NOTE | Jan 26 2025 |
| R-4.5-mac | NOTE | Jan 26 2025 |
| R-4.5-linux | NOTE | Jan 26 2025 |
| R-4.4-win | OK | Jan 26 2025 |
| R-4.4-mac | OK | Jan 26 2025 |
| R-4.3-win | OK | Jan 26 2025 |
| R-4.3-mac | OK | Jan 26 2025 |
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 |
