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Basis functions (eigenvectors) corresponding to the highest three eigenvalues are calculated from the subjects signal-time curves. Each voxel’s signal-time curve can be represented as a linear combination of basis functions. The coefficients are assigned to RGB color channels to create the PCA map.
