GLMdenoise improves multivariate pattern analysis of fMRI data - Charest, Ian; Kriegeskorte, Nikolaus; Kay, Kendrick N. (NeuroImage (Orlando, Fla.), 2018)
Keywords: Accuracy; Activity patterns; Adult; BOLD fMRI; Brain research; Cerebral Cortex - diagnostic imaging; Cerebral Cortex - physiology; Classification; Correlated noise; Cross-validation; Data processing; Datasets; Decoding; Denoising; Experiments; Functional magnetic resonance imaging; Functional Neuroimaging - methods; General linear model; Humans; Image Interpretation, Computer-Assisted - methods; Image Processing, Computer-Assisted - methods; Magnetic Resonance Imaging - methods; Measurement techniques; Medical imaging; Multivariate Analysis; Multivariate pattern analysis; Neurosciences; Noise; Pattern Recognition, Automated; Physiology; Principal components analysis; Psychomotor Performance - physiology; Representational similarity analysis; Visual Perception - physiology; Multivariate pattern analysis; Cross-validation; Classification; Correlated noise; Representational similarity analysis; General linear model; Decoding; BOLD fMRI; Denoising