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Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics

We present a novel integrated wavelet-domain based framework (w-ICA) for 3-D de-noising functional magnetic resonance imaging (fMRI) data followed by source separation analysis using independent component analysis (ICA) in the wavelet domain. We propose the idea of a 3-D wavelet-based multi-directio...

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Bibliografiske detaljer
Main Authors: Khullar, Siddharth, Michael, Andrew, Correa, Nicolle, Adali, Tulay, Baum, Stefi A., Calhoun, Vince D.
Format: Artigo
Sprog:Inglês
Udgivet: 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3058245/
https://ncbi.nlm.nih.gov/pubmed/21034833
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2010.10.063
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