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Comparing multilayer brain networks between groups: Introducing graph metrics and recommendations

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0 Published in 2018 at "NeuroImage"

DOI: 10.1016/j.neuroimage.2017.11.016

Abstract: &NA; There is an increasing awareness of the advantages of multi‐modal neuroimaging. Networks obtained from different modalities are usually treated in isolation, which is however contradictory to accumulating evidence that these networks show non‐trivial interdependencies.… read more here.

Keywords: multilayer network; network; correction; graph metrics ... See more keywords

Graph theory approach for the structural-functional brain connectome of depression

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1 Published in 2021 at "Progress in Neuro-Psychopharmacology and Biological Psychiatry"

DOI: 10.1016/j.pnpbp.2021.110401

Abstract: To decipher the organizational styles of neural underpinning in major depressive disorder (MDD), the current article reviewed recent neuroimaging studies (published during 2015-2020) that applied graph theory approach to the diffusion tensor imaging data or… read more here.

Keywords: network; functional brain; graph; graph metrics ... See more keywords

Reliability of graph metrics derived from resting-state human EEG.

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1 Published in 2017 at "Psychophysiology"

DOI: 10.1111/psyp.12600

Abstract: It is increasingly appreciated that a complete description of brain functioning will necessarily involve the characterization of large-scale interregional temporal synchronization of neuronal assemblies. The need to capture the dynamic formation of such large-scale networks… read more here.

Keywords: human eeg; graph; graph metrics; resting state ... See more keywords

A brain connectivity characterization of children with different levels of mathematical achievement based on graph metrics

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0 Published in 2020 at "PLoS ONE"

DOI: 10.1371/journal.pone.0227613

Abstract: Recent studies aiming to facilitate mathematical skill development in primary school children have explored the electrophysiological characteristics associated with different levels of arithmetic achievement. The present work introduces an alternative EEG signal characterization using graph… read more here.

Keywords: achievement; different levels; graph metrics; brain ... See more keywords

Treatment Response Prediction and Individualized Identification of Short-Term Abstinence Methamphetamine Dependence Using Brain Graph Metrics

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0 Published in 2021 at "Frontiers in Psychiatry"

DOI: 10.3389/fpsyt.2021.583950

Abstract: Background: The abuse of methamphetamine (MA) worldwide has gained international attention as the most rapidly growing illicit drug problem. The classification and treatment response prediction of MA addicts are thereby paramount, in order for effective… read more here.

Keywords: treatment response; treatment; gyrus; graph metrics ... See more keywords