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ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data

Gruber, Peter ; Meyer-Bäse, Anke ; Foo, Simon ; Theis, Fabian J.



Abstract

In the last decades, functional magnetic resonance imaging (fMRI) has been introduced into clinical practice. As a consequence of this advanced noninvasive medical imaging technique, the analysis and visualization of medical image time-series data poses a new challenge to both research and medical application. But often, the model data for a regression or generalized linear model-based analysis ...

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