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RIA: Radiomics Image Analysis Toolbox for Medial Images
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>.
Getting started
Browse package contents
Package details |
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| Author | Marton Kolossvary [aut, cre] |
| Maintainer | Marton Kolossvary <marton.kolossvary@gmail.com> |
| License | AGPL-3 |
| Version | 1.7.1 |
| URL | https://pubmed.ncbi.nlm.nih.gov/29233836/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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