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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>.
| Version: | 1.7.2 |
| 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) |
| Published: | 2024-01-08 |
| DOI: | 10.32614/CRAN.package.RIA |
| Author: | Marton Kolossvary [aut, cre] |
| Maintainer: | Marton Kolossvary <marton.kolossvary at gmail.com> |
| License: | AGPL-3 |
| URL: | https://pubmed.ncbi.nlm.nih.gov/29233836/ |
| NeedsCompilation: | no |
| Citation: | RIA citation info |
| Materials: | README |
| CRAN checks: | RIA results |
| Reference manual: | RIA.pdf |
| Package source: | RIA_1.7.2.tar.gz |
| Windows binaries: | r-devel: RIA_1.7.2.zip, r-release: RIA_1.7.2.zip, r-oldrel: RIA_1.7.2.zip |
| macOS binaries: | r-release (arm64): RIA_1.7.2.tgz, r-oldrel (arm64): RIA_1.7.2.tgz, r-release (x86_64): RIA_1.7.2.tgz, r-oldrel (x86_64): RIA_1.7.2.tgz |
| Old sources: | RIA archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.