Article

Applications of community detection techniques to brain graphs: Algorithmic considerations and implications for neural function

2017-10-28

Abstract excerpt

<h4>ABSTRACT</h4> The human brain can be represented as a graph in which neural units such as cells or small volumes of tissue are heterogeneously connected to one another through structural or functional links. Brain graphs are parsimonious representations of neural systems that have begun to offer fundamental insights into healthy human cognition, as well as its alteration in disease. A critical open question i...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 99f13077-b58a-5fe3-8633-09021edb673b
DOI: 10.1101/209429

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Applications of community detection techniques to brain graphs: Algorithmic considerations and implications for neural functionDOI 10.1101/209429Read

The community structure of functional brain networks exhibits scale-specific patterns of variability across individuals and timeSemantic proximity Read

Benchmarking overlapping community detection methods for applications in human connectomicsSemantic proximity Read

Strong intercorrelations among global graph-theoretic indices of structural connectivity in the human brain.Semantic proximity Read

Stability of brain-behavior correlation patterns across measures of social supportSemantic proximity Read

Regression and Alignment for Functional Data and Network TopologySemantic proximity Read

Extensive Benchmarking of Community Detection AlgorithmsSemantic proximity Read

Graph Theory Identifies Autistic Patterns in the Prefrontal Circuit of a Mouse Model of AutismSemantic proximity Read

Open datasets and code for multi-scale relations on structure, function and neuro-genetics in the human brainSemantic proximity Read

Edge-centric functional network representations of human cerebral cortex reveal overlapping system-level architectureSemantic proximity Read

Neural networks in psychiatry.Semantic proximity Read

Brain Signal Analysis of Neurological Disorders Using Topological GraphsSemantic proximity Read

A Precision Functional Atlas of Network Probabilities and Individual-Specific Network TopographySemantic proximity Read