Normalized Cut Group Clustering of Resting-State fMRI Data

• Published in: PloS one Vol. 3; no. 4; p. e2001
• Main Authors: van den Heuvel, Martijn, Mandl, Rene, Hulshoff Pol, Hilleke
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 23.04.2008; Public Library of Science (PLoS)
• Subjects: Adult; Attention; Brain; Brain mapping; Brain research; Cluster Analysis; Clustering; Data processing; Female; Functional magnetic resonance imaging; Humans; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Methods; Networks; Neural networks; Neuroimaging; Neurons; Neuroscience; Neuroscience/Cognitive Neuroscience; Neurosciences; NMR; Nuclear magnetic resonance; Principal components analysis; Psychiatry; Radiology and Medical Imaging/Magnetic Resonance Imaging; Rest; Rest - physiology; Schizophrenia; Sensorimotor integration; Sensory integration; Visual perception

Functional brain imaging studies have indicated that distinct anatomical brain regions can show coherent spontaneous neuronal activity during rest. Regions that show such correlated behavior are said to form resting-state networks (RSNs). RSNs have been investigated using seed-dependent functional c...