R Observatory: Metrics for RIA version 1.7.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

RIA

1.7.2Package record

Radiomics Image Analysis Toolbox for Medial Images

0packages depend

3.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Marton KolossvaryCRAN page ↗Website ↗

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>.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("RIA", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-ria

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-RIA

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-RIA

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.7.2

READMEYes · 5,732 wordsVignettesNoNEWSNoCitation fileYes · cites a publicationWebsiteYes

Help pages: 10
Examples that run: 0%6 never run
Exported functions with examples: 86%
Documented parameters: 97%
Return-value docs: 86%
Help pages citing references: 100%

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #10,866 · ~10/day · ~303/mo

Releases R versions

Daily download trend is not available in this view yet.

39130 days

97190 days

3.6K1 year

Compare downloads with other packages →

Also on63 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing RIA adds 6 packages (3 with compiled code, 9.9 MB of source tarballs). Heaviest: oro.nifti 5.0 MB, Rcpp 1.8 MB, oro.dicom 1.6 MB.

Depends (1)

R >= 3.3.0

Imports (2)

oro.dicom oro.nifti

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown nat reticulate

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Marton Kolossvary

Author, Maintainer since 1.0.0 (2017)

Releases (16)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.7.2Latest
record
2024-01-08 · current release · diff ↗
1.7.1
record
2023-05-19 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.7.0
record
2023-04-07 · diff ↗ ·
removed 11 exports
discretize, first_order, geometry, glcm, glcm_all, glcm_stat, glcm_stat_all, glrlm, glrlm_all, glrlm_stat, glrlm_stat_all

added 1 export
merge_RIA_images
1.6.1
record
2023-04-04 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.6.0
record
2021-07-17 · diff ↗ ·
added 1 export
load_npy
1.5.1
record
2021-06-30 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.5.0
record
2021-01-29 · diff ↗
1.4.3
record
2021-01-08 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26

Show 11 earlier eventsHide 11 earlier events

1.4.2
record
2019-04-09 · diff ↗
1.4.1
record
2018-06-24 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.4.0
record
2018-03-30 · diff ↗ ·
added 3 exports
load_nifti, load_nrrd, save_RIA
1.3.0
record
2017-12-13 · diff ↗ ·
added 3 exports
glcm_stat_all, glrlm_stat_all, radiomics_all
1.2.0
record
2017-08-11 · diff ↗ ·
removed 1 export
dichotomize

added 3 exports
discretize, glcm_all, glrlm_all
1.1.0
record
2017-06-08 · diff ↗
1.0.1
record
2017-05-04 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.0.0
record
2017-03-19
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-03-19
Total releases: 16 / 9 yrs
License: AGPL-3 OSI
Minimum R: ≥ 3.3.0
Bundled data: 9.7 KB / 3 files
Download size: 128 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("RIA")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1161/circimaging.117.006843, 10.1097/rti.0000000000000268.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for RIA version 1.7.2 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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