CRAN/E | iMRMC

iMRMC

Multi-Reader, Multi-Case Analysis Methods (ROC, Agreement, and Other Metrics)

Installation

About

This software does Multi-Reader, Multi-Case (MRMC) analyses of data from imaging studies where clinicians (readers) evaluate patient images (cases). What does this mean? ... Many imaging studies are designed so that every reader reads every case in all modalities, a fully-crossed study. In this case, the data is cross-correlated, and we consider the readers and cases to be cross-correlated random effects. An MRMC analysis accounts for the variability and correlations from the readers and cases when estimating variances, confidence intervals, and p-values. The functions in this package can treat arbitrary study designs and studies with missing data, not just fully-crossed study designs. An overview of this software, including references presenting details on the methods, can be found here: .

github.com/DIDSR/iMRMC
CRAN.R-project.org/package=iMRMC

Key Metrics

Version 2.0.0
R ≥ 3.5.0
Published 2024-05-23 110 days ago
Needs compilation? no
License CC0
CRAN checks iMRMC results

Downloads

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Maintainer

Maintainer

Brandon Gallas

Authors

Brandon Gallas

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

iMRMC archive

Depends

R ≥ 3.5.0

Imports

stats

Suggests

testthat

Reverse Imports

NestMRMC