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 <[email protected]>
LicenseGPL-3
Version0.6.5
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("devtools")
library(devtools)
install_github("muschellij2/stapler")
muschellij2/stapler documentation built on Feb. 5, 2018, 10:36 p.m.