CRAN/E | RIA

RIA

Radiomics Image Analysis Toolbox for Medial Images

Installation

About

Radiomics image analysis toolbox for 2D and 3D radiological images. RIA supports DICOM, NIfTI, nrrd and npy (numpy array) file formats. RIA calculates first-order, gray level co-occurrence matrix, gray level run length matrix and geometry-based statistics. Almost all calculations are done using vectorized formulas to optimize run speeds. Calculation of several thousands of parameters only takes minutes on a single core of a conventional PC. Detailed methodology has been published: Kolossvary et al. Circ: Cardiovascular Imaging. 2017;10(12):e006843 doi:10.1161/CIRCIMAGING.117.006843.

Citation RIA citation info
pubmed.ncbi.nlm.nih.gov/29233836/

Key Metrics

Version 1.7.2
R ≥ 3.3.0
Published 2024-01-08 288 days ago
Needs compilation? no
License AGPL-3
CRAN checks RIA results

Downloads

Yesterday 9 0%
Last 7 days 62 -26%
Last 30 days 334 -10%
Last 90 days 1.170 +11%
Last 365 days 4.768 +14%

Maintainer

Maintainer

Marton Kolossvary

Authors

Marton Kolossvary

aut / cre

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

RIA archive

Depends

R ≥ 3.3.0

Imports

oro.dicom ≥ 0.5.0
oro.nifti ≥ 0.9.1

Suggests

knitr
rmarkdown
nat ≥ 1.8.11
reticulate ≥ 1.20