PLoS ONE · 2011 · 224 citations · 41 references
Brain MappingBrain OrganizationRodent BrainRsfmri DataFunctional NeuroimagingSocial SciencesFunctional Connectivity NetworksNeurologyIndependent Component AnalysisFunctional Connectivity FmriNeuroimaging ModalityBrain StructureState Functional MriNeuroimagingBrain ImagingNeurophysiologyNeuroanatomyConnectomicsNeuroscienceCentral Nervous SystemFunctional ConnectivityMedicine
At present, resting state functional MRI (rsfMRI) is increasingly used in human neuropathological research. The present study aims at implementing rsfMRI in mice, a species that holds the widest variety of neurological disease models. Moreover, by acquiring rsfMRI data with a comparable protocol for anesthesia, scanning and analysis, in both rats and mice we were able to compare findings obtained in both species. The outcome of rsfMRI is different for rats and mice and depends strongly on the applied number of components in the Independent Component Analysis (ICA). The most important difference was the appearance of unilateral cortical components for the mouse resting state data compared to bilateral rat cortical networks. Furthermore, a higher number of components was needed for the ICA analysis to separate different cortical regions in mice as compared to rats.
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The rat brain in stereotaxic coordinates
Miklós Palkovits · Neuropeptides · 1983 · 29K citations
Independent component analysis: algorithms and applications
Aapo Hyvärinen, Erkki Oja · Neural Networks · 2000 · 8.7K citations