Article

Generative network models identify biological mechanisms of altered structural brain connectivity in schizophrenia

2019-04-10

Abstract excerpt

<h4>Background</h4> Alterations in the structural connectome of schizophrenia patients have been widely characterized, but the mechanisms leading to those alterations remain largely unknown. Generative network models have recently been introduced as a tool to test the biological underpinnings of the formation of altered structural brain networks. <h4>Methods</h4> We evaluated different generative network models...

Topics

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

Identifiers and source

Literature Corpus work: dd48e8a7-6145-5b9c-b1c6-d2dde8fc4eec
DOI: 10.1101/604322

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Generative network models identify biological mechanisms of altered structural brain connectivity in schizophreniaDOI 10.1101/604322Read

Generative network models of altered structural brain connectivity in schizophrenia.Semantic proximity Read

Population-Level Genetic Variation Shapes Generative Brain MechanismsSemantic proximity Read

Spatial Dynamic Subspaces Encode Sex-Specific Schizophrenia Disruptions in Transient Network Overlap and its Links to Genetic RiskSemantic proximity Read

Spatial Dynamic Subspaces Encode Sex-Specific Schizophrenia Disruptions in Transient Network Overlap and Their Links to Genetic Risk.Semantic proximity Read

A Network of Networks Approach for Modeling Interconnected Brain Tissue-Specific NetworksSemantic proximity Read

Subcortical-cortical structural connectivity alternations and their application in cognitive impairments of schizophreniaSemantic proximity Read

Central and non-central networks, cognition, clinical symptoms, and polygenic risk scores in schizophrenia.Semantic proximity Read

Genetic risk for schizophrenia is associated with increased proportion of indirect connections in brain networks revealed by a semi-metric analysis: evidence from population sample stratified for polygenic risk.Semantic proximity Read

Genome-wide association study of brain functional and structural networksSemantic proximity Read

Impact of schizophrenia-associated risk genes on brain functional networks and executive deficits: a study of individuals with schizophrenia and genetic high risk.Semantic proximity Read

Neural networks in psychiatry.Semantic proximity Read

Analysis and Prediction of Schizophrenia Patients Based on High-Order Graph Attention Generative Adversarial NetworksSemantic proximity Read