Model—Free Functional MRI Analysis Using Transformation—Based Methods

Abstract

This paper presents new model—free fMRI methods based on independent component analysis. Commonly used methods in analyzing fMRI data, such as the Student's t-test and cross correlation analysis, are model-based approaches. Although these methods are easy to implement and are effective in analyzing data with simple paradigms, they are not applicable in… (More)

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