Resting State fMRI Analysis Library

RestLib is a library to perform advanced postprocessing of resting state data from fMRI Independent Component Analysis.

Libray has been developed to overcome several classical limitations that appears in Dissorder of Conciousness (DoC) patients analysis.

Library perform several high level task over the ICA components such as:

• Automatic ICA computation from fMRI (only for GroupICA)
• Classification of neuronal/non-neuronal ICA components using machine learning.
• Matching of multiple neuronal components using GoF.
• fMRI signal denoising.
• Computation of "metabolic" maps from fMRI.
• Indices for large head motion.
• Graph characterization on ICA Components.

This library is running now on GroupICA decomposition (http://mialab.mrn.org/software/) but algorithms could easy extended to other ICA tools (FSL, cooming soon)

Setup.m

exampleDenoising.m % performs ICA component denoising exampleMatchingClassification % perform matching and classification for ICA labeling.

Publications related to this work are still under preparation!! If you are using this library please contact us before to use it in your own work!!

• Baquero Katherine. MsC student. ([email protected])

• Demertzi Athena. PhD. ([email protected])

• Gómez Francisco. PhD. ([email protected])

• Noirhomme Quentin. PhD. ([email protected])

• Schrouff Jessica. PhD Candidate ([email protected])

• Soddu Andrea. PhD. ([email protected])

• Ziegler Erik. PhD Candidate ([email protected])

• Prof. Steven Laureys ([email protected])

• Prof. Christophe Phillips ([email protected])

Comming Soon!! In preparation

FNRS - Fonds de la Recherche Scientifique, Belgium CRC - Cyclotron Research Centre, University of Liege, Belgium Baquero Katherine has been (supported by Universidad Nacional de Colombia, Colombia)

Eric Genon (CRC,ULg)

Cyclotron Research Centre, University of Liège, Liège, Belgium