SPUTNIK

SPUTNIK R package

https://github.com/piplus2/SPUTNIK

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.0%) to scientific vocabulary

Keywords

bioinformatics desi-msi image-processing maldi-msi maldi-tof-ms mass-spectrometry mass-spectrometry-imaging
Last synced: 9 months ago · JSON representation

Repository

SPUTNIK R package

Basic Info
Statistics
  • Stars: 4
  • Watchers: 5
  • Forks: 3
  • Open Issues: 0
  • Releases: 0
Topics
bioinformatics desi-msi image-processing maldi-msi maldi-tof-ms mass-spectrometry mass-spectrometry-imaging
Created over 8 years ago · Last pushed 12 months ago
Metadata Files
Readme Changelog License

README.md

Licence CRAN downloads

drawing

SPUTNIK: an R package for peak selection of Mass spectrometry imaging data

If you find SPUTNIK useful, please consider citing our work :)

Inglese, P., Correia, G., Takats, Z., Nicholson, J. K. & Glen, R. C. (2018). SPUTNIK: an R package for filtering of spatially related peaks in mass spectrometry imaging data. Bioinformatics (Oxford, England)

Description

SPUTNIK is an R package consisting of a series of tools to filter mass spectrometry imaging peaks characterized by a noisy or unlikely spatial distribution. SPUTNIK can produce mass spectrometry imaging datasets characterized by a smaller but more informative set of peaks, reduce the complexity of subsequent multi-variate analysis and increase the interpretability of the statistical results.

Contact

  • issues and bug reports: https://github.com/paoloinglese/SPUTNIK/issues
  • pull requests: https://github.com/paoloinglese/SPUTNIK/pulls
  • email contact: p.inglese at outlook.com

Install from CRAN

To install the CRAN package, run the command:

install.packages("SPUTNIK")

Install from source

To install it, run the command:

devtools::install_git("https://github.com/paoloinglese/SPUTNIK.git")

Example SPUTNIK workflow on MALDI mass spectrometry imaging data

https://paoloinglese.github.io/SPUTNIK/

Example data

Two mass spectrometry imaging datasets in RData format are available in a separate repository:

https://github.com/paoloinglese/SPUTNIKexamples

Owner

  • Name: Paolo Inglese
  • Login: piplus2
  • Kind: user
  • Location: Genova
  • Company: Istituto Italiano di Tecnologia

GitHub Events

Total
  • Issues event: 4
  • Watch event: 1
  • Push event: 2
Last Year
  • Issues event: 4
  • Watch event: 1
  • Push event: 2

Packages

  • Total packages: 1
  • Total downloads:
    • cran 281 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 20
  • Total maintainers: 1
cran.r-project.org: SPUTNIK

Spatially Automatic Denoising for Imaging Mass Spectrometry Toolkit

  • Versions: 20
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 281 Last month
Rankings
Forks count: 14.9%
Stargazers count: 24.2%
Average: 27.4%
Dependent packages count: 29.8%
Downloads: 32.7%
Dependent repos count: 35.5%
Maintainers (1)
Last synced: 10 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.4.0 depends
  • doSNOW * imports
  • e1071 * imports
  • edgeR * imports
  • foreach * imports
  • ggplot2 * imports
  • imager * imports
  • infotheo * imports
  • irlba * imports
  • methods * imports
  • parallel * imports
  • reshape * imports
  • spatstat * imports
  • spatstat.core * imports
  • spatstat.data * imports
  • spatstat.geom * imports
  • spatstat.linnet * imports
  • spatstat.sparse * imports
  • spatstat.utils * imports
  • testthat * imports
  • viridis * imports