muschellij2/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.

Getting started

Package details

MaintainerJohn Muschelli <muschellij2@gmail.com>
LicenseGPL-3
Version0.7.2
URL https://github.com/muschellij2/stapler
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("muschellij2/stapler")
muschellij2/stapler documentation built on May 17, 2020, 3:39 a.m.