Comparison of Characteristics between Region- and Voxel-Based Network Analyses in Resting-State fMRI Data

Keywords

Voxel, Computer science, Resting state fMRI, Complex network, Centrality

References

• The Small World ProblemStanley Milgram — 1967
• The human brain is intrinsically organized into dynamic, anticorrelated functional networks.Michael Fox, Abraham Z. Snyder, Justin L. Vincent — 2005
• The application of graph theoretical analysis to complex networks in the brain.Jaap C. Reijneveld, S.C. Ponten, Henk W. Berendse — 2007
• Mapping Human Whole-Brain Structural Networks with Diffusion MRIPatric Hagmann, Maciej Kurant, Xavier Gigandet — 2007
• Structural Insights into Aberrant Topological Patterns of Large-Scale Cortical Networks in Alzheimer's DiseaseYong He, Zhang Chen, Alan C. Evans — 2008
• Identifying directed links in large scale functional networks: application to brain fMRIGuillermo Cecchi, A. Ravishankar Rao, Maria Virginia Centeno — 2007
• A Resilient, Low-Frequency, Small-World Human Brain Functional Network with Highly Connected Association Cortical HubsSophie Achard, Raymond Salvador, Brandon Whitcher — 2006
• Network ‘Small-World-Ness’: A Quantitative Method for Determining Canonical Network EquivalenceMark D. Humphries, Kevin Gurney — 2008
• Parcellation‐dependent small‐world brain functional networks: A resting‐state fMRI studyJinhui Wang, Liang Wang, Yu‐Feng Zang — 2009
• Complex brain networks: graph theoretical analysis of structural and functional systemsEdward T. Bullmore, Olaf Sporns — 2009
• Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brainMartijn P. van den Heuvel, Cornelis J. Stam, Maria Boersma — 2008
• The small world of the cerebral cortexOlaf Sporns, Jonathan D. Zwi — 2007
• Identifying the role that animals play in their social networksDavid Lusseau, M. E. J. Newman — 2004
• Graph theoretical analysis of complex networks in the brainCornelis J. Stam, Jaap C. Reijneveld — 2007
• Functional connectivity patterns of human magnetoencephalographic recordings: a 'small-world' network?Cornelis J. Stam — 2004
• Anatomical connectivity defines the organization of clusters of cortical areas in the macaque monkey and the cat.Claus C. Hilgetag, Gully Burns, Mark A. O’Neill — 2000
• Identification and Classification of Hubs in Brain NetworksOlaf Sporns, Christopher J. Honey, Rolf Kötter — 2007
• Scale-free brain functional networks.Victor M. Eguı́luz, Dante R. Chialvo, Guillermo Cecchi — 2003
• Dealing with the shortcomings of spatial normalization: Multi‐subject parcellation of fMRI datasetsBertrand Thirion, Guillaume Flandin, Philippe Pinel — 2006
• Subnets of scale-free networks are not scale-free: sampling properties of networks.Michael P. H. Stumpf, Carsten Wiuf, Robert M. May — 2005

Cited by

• The age-related posterior-anterior shift as revealed by voxelwise analysis of functional brain networksEnrique Arnaldo Alcubilla — 2014
• Disrupted brain connectivity networks in acute ischemic stroke patients不二夫 水谷, 恵 中田, 徳正 近藤 — 2016
• Alterations of Functional and Structural Networks in Schizophrenia Patients with Auditory Verbal HallucinationsPatricia M. Guthrie — 2016
• Deriving a Multi-subject Functional-Connectivity Atlas to Inform Connectome EstimationRonald Phlypo, Bertrand Thirion, Gaël Varoquaux — 2014
• Functional network analysis of aging and Alzheimer's DiseasePaul David McCarthy — 2014
• Connectivity based parcellation and brain atlas generation - extracting connectome information for Schizophrenia researchQi Wang — 2014
• Global features of functional brain networks change with contextual disorderMichael Andric, Uri Hasson — 2015
• Neural synchronization within and between regions of the motor systemB. V. Wijk — 2008
• Dynamic brain architectures in local brain activity and functional network efficiency associate with efficient reading in bilingualsGangyi Feng, Hsuan-Chih Chen, Zude Zhu — 2015
• Revealing the plastic brain with functional connectivity: effects of exercise on brain plasticity and cognitionM. Voss — 2011
• Auditory verbal hallucinations and the brainRemko van Lutterveld — 2012
• Disorganization of Equilibrium Directional Interactions in the Brain Motor Network of Parkinson's disease: New Insight of Resting State Analysis Using Granger Causality and Graphical ApproachMahdieh Ghasemi, Ali Mahloojifar — 2013
• Universal fractal scaling of self-organized networksPaul J. Laurienti, Karen E. Joyce, Qawi K. Telesford — 2010
• Global integration of the hot-state brain network of appetite predicts short term weight loss in older adultBrielle Paolini, Paul J. Laurienti, Sean L. Simpson — 2015
• Attentional performance is correlated with the local regional efficiency of intrinsic brain networksJunhai Xu, Xuntao Yin, Haitao Ge — 2015
• Altered Small-World Brain Networks in Temporal Lobe in Patients with Schizophrenia Performing an Auditory Oddball TaskQingbao Yu — 2011
• The catechol-o-methyltransferase Val158Met polymorphism modulates the intrinsic functional network centrality of the parahippocampal cortex in healthy subjectsXiaolong Zhang, Jin Li, Wen Qin — 2015
• Inferring complex networks from time series of dynamical systems: Pitfalls, misinterpretations, and possible solutionsStephan Bialonski — 2012
• Brain connectome in major depression and preterm born individuals at risk for depressionChun Meng — 2014
• Network science and the effects of music on the human brainRobin W. Wilkins — 2015

Related papers

• A novel measure to identify influential nodes in complex networks based on network global efficiencyTingping Zhang, Bin Fang, Xinyu Liang — 2015
• Hierarchical organization in complex networksErzsébet Ravasz Regan, Albert-Ĺaszló Barabási — 2003
• Complex Network Theory and Its Application Research on P2P NetworksJian Feng, Shi Dandan — 2016
• Reconstruct the Hierarchical Structure in a Complex NetworkHuijie Yang, Wenxu Wang, Tao Zhou — 2005
• Construction and Characteristics of Relationships Network Model Based on Complex Network TheoryNian Wang — 2012
• Graph kernels, hierarchical clustering, and network community structure: experiments and comparative analysisSheng Zhang, Xin Ning, X.-S. Zhang — 2007
• Complex Networks, Communities and Clustering: A surveyBiswajit Saha, Amitabha Mandal, Soumendu Bikas Tripathy — 2015
• Analysis of Big Data Complex Network Structure Based on Fuzzy Clustering AlgorithmShanshan Fu, Ruan Zhiqiang — 2021