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Statistics for MINC volumes: A library to integrate voxel-based statistics for MINC volumes into the R environment. Supports getting and writing of MINC volumes, running voxel-wise linear models, correlations, etc.; correcting for multiple comparisons using the False Discovery Rate, and more. With contributions from Jason Lerch, Chris Hammill, J…

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Mouse-Imaging-Centre/RMINC

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A library for statistical analysis of neuroimaging data,
focused on the MINC file format. Supports getting
and writing volumes, running voxel-wise linear models,
correlations, correcting for multiple comparisons with False Discovery Rate
control, and more. With contributions from Jason Lerch,
Chris Hammill, Jim Nikelski, Matthijs van Eede, Daniel Cassel,
Yohan Yee, Gabe Devenyi, and Darren Fernandes.

Installation:
-------------

RMINC provides functionality for working with Medical Imaging NetCDF
files, and relies on C libraries specifically designed for working
with these files. For the richest experience please install the
minc-toolkit (v2), either from the binary installer:
http://bic-mni.github.io/ or from source:
https://github.com/BIC-MNI/minc-toolkit-v2. If the toolkit is not
found on your system, RMINC will attempt to install libminc from
source. This requires a version of CMake greater than 2.6 and git, as
well as the HDF5 development headers. For more details read the
INSTALL file

**Currently there is no support for RMINC on windows**

Tutorials
---------

RMINC provides learning material:

Voxel-wise Statistics (somewhat out of date): https://rawgit.com/Mouse-Imaging-Centre/RMINC/master/inst/documentation/VBMstats.pdf

How RMINC Parallel Works: https://rawgit.com/Mouse-Imaging-Centre/RMINC/master/inst/documentation/RMINC_Parallelism.html
 
RMINC 2D Visualization: https://rawgit.com/Mouse-Imaging-Centre/RMINC/master/inst/documentation/visualizationTutorial.html

Visualizing 3D Objects with RMINC: https://rawgit.com/Mouse-Imaging-Centre/RMINC/master/inst/documentation/RMINC_rgl.html

Analyzing Anatomy with Hierarchical Atlases: https://rawgit.com/Mouse-Imaging-Centre/RMINC/master/inst/documentation/hierarchiesTutorial.html

Development Version:
---------------------

RMINC is continually evolving, you can try the newest development version with

```
library(devtools)
install_github("Mouse-Imaging-Centre/RMINC@develop"
  , upgrade_dependencies = FALSE)
``` 

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Statistics for MINC volumes: A library to integrate voxel-based statistics for MINC volumes into the R environment. Supports getting and writing of MINC volumes, running voxel-wise linear models, correlations, etc.; correcting for multiple comparisons using the False Discovery Rate, and more. With contributions from Jason Lerch, Chris Hammill, J…

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