Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
○codemeta.json file
-
○.zenodo.json file
-
○DOI references
-
✓Academic publication links
Links to: arxiv.org -
○Committers with academic emails
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (11.8%) to scientific vocabulary
Keywords
Repository
Factor Modeling for radiomics
Basic Info
- Host: GitHub
- Owner: CFWP
- Language: R
- Default Branch: master
- Size: 166 KB
Statistics
- Stars: 11
- Watchers: 2
- Forks: 4
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
FMradio
The R-package FMradio supports stable prediction and classification with radiomics data through factor-analytic modeling. This support can be invoked irrespective of the imaging modality (such as, e.g., MRI, PET, CT) used to produce the radiomics data.
Installation
If you wish to install the latest version of FMradio directly from the master branch here at GitHub, run
```R
install.packages("devtools") # Uncomment if devtools is not installed
devtools::install_github("CFWP/FMradio") ``` Be sure that you have the package development prerequisites if you wish to install the package from the source.
Manual and other documentation
A pdf-version of the manual can be found here.
The R-script used to produce the simulations and results contained in Peeters, C.F.W., et al. (2019) [see references below] can be found here.
References
Relevant publications to FMradio include:
- Peeters, C.F.W. (2025). "FMradio: Factor modeling for radiomic data". R package, version 1.1.2
- Peeters, C.F.W., et al. (2019) "Stable prediction with radiomics data". arXiv:1903.11696 [stat.ML]
Owner
- Name: Carel F.W. Peeters
- Login: CFWP
- Kind: user
- Location: Wageningen
- Company: Wageningen University & Research
- Website: https://cfwp.github.io/
- Repositories: 2
- Profile: https://github.com/CFWP
Statistician specializing in multivariate and high-dimensional statistical learning
GitHub Events
Total
- Push event: 3
Last Year
- Push event: 3
Committers
Last synced: almost 3 years ago
All Time
- Total Commits: 46
- Total Committers: 2
- Avg Commits per committer: 23.0
- Development Distribution Score (DDS): 0.022
Top Committers
| Name | Commits | |
|---|---|---|
| CFWP | c****s@v****l | 45 |
| kevin | k****n@B****d | 1 |
Committer Domains (Top 20 + Academic)
Packages
- Total packages: 1
-
Total downloads:
- cran 211 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 3
- Total maintainers: 1
cran.r-project.org: FMradio
Factor Modeling for Radiomics Data
- Homepage: https://github.com/CFWP/FMradio
- Documentation: http://cran.r-project.org/web/packages/FMradio/FMradio.pdf
- License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
-
Latest release: 1.1.2
published 6 months ago
Rankings
Maintainers (1)
Dependencies
- R >= 2.15.1 depends
- Biobase * imports
- MASS * imports
- expm * imports
- ggplot2 * imports
- graphics * imports
- reshape * imports
- stats * imports