Graphical model based multivariate analysis (GAMMA): an open-source, cross-platform neuroimaging data analysis software package

Neuroinformatics. 2012 Apr;10(2):119-27. doi: 10.1007/s12021-011-9129-7.

Abstract

The GAMMA suite is an open-source, cross-platform data-mining software package designed to analyze neuroimaging data. Analyzing brain image volumes is a very challenging problem, due to undersampling and the potential for multivariate nonlinear interactions among variables. The GAMMA suite provides a set of tools to facilitate the analysis of neuroimaging data.

Publication types

  • Research Support, American Recovery and Reinvestment Act
  • Research Support, N.I.H., Extramural

MeSH terms

  • Aged
  • Algorithms
  • Alzheimer Disease / pathology
  • Bayes Theorem
  • Brain / pathology
  • Computer Graphics
  • Data Mining
  • Female
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Magnetic Resonance Imaging
  • Male
  • Models, Statistical
  • Multivariate Analysis*
  • Neuroimaging / statistics & numerical data*
  • Nonlinear Dynamics
  • Reproducibility of Results
  • Software*
  • User-Computer Interface