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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.
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Package details |
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| Author | John Muschelli [aut, cre] |
| Maintainer | John Muschelli <muschellij2@gmail.com> |
| License | GPL-3 |
| Version | 0.7.1 |
| URL | https://github.com/muschellij2/stapler |
| Package repository | View on CRAN |
| Installation |
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