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The emergent properties of the connected brain
There is more to brain connections than the mere transfer of signals between brain regions.
Behavior and cognition emerge through cortical area interaction. This requires integration …
Behavior and cognition emerge through cortical area interaction. This requires integration …
Connectome-based modelling of neurodegenerative diseases: towards precision medicine and mechanistic insight
Neurodegenerative diseases are the most common cause of dementia. Although their
underlying molecular pathologies have been identified, there is substantial heterogeneity in …
underlying molecular pathologies have been identified, there is substantial heterogeneity in …
Molecular and network-level mechanisms explaining individual differences in autism spectrum disorder
The mechanisms underlying phenotypic heterogeneity in autism spectrum disorder (ASD)
are not well understood. Using a large neuroimaging dataset, we identified three latent …
are not well understood. Using a large neuroimaging dataset, we identified three latent …
Brain–phenotype models fail for individuals who defy sample stereotypes
Individual differences in brain functional organization track a range of traits, symptoms and
behaviours,,,,,,,,,,–. So far, work modelling linear brain–phenotype relationships has …
behaviours,,,,,,,,,,–. So far, work modelling linear brain–phenotype relationships has …
Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study
How individual differences in brain network organization track behavioral variability is a
fundamental question in systems neuroscience. Recent work suggests that resting-state and …
fundamental question in systems neuroscience. Recent work suggests that resting-state and …
[HTML][HTML] The human connectome project: a retrospective
Abstract The Human Connectome Project (HCP) was launched in 2010 as an ambitious
effort to accelerate advances in human neuroimaging, particularly for measures of brain …
effort to accelerate advances in human neuroimaging, particularly for measures of brain …
Deep learning models reveal replicable, generalizable, and behaviorally relevant sex differences in human functional brain organization
Sex plays a crucial role in human brain development, aging, and the manifestation of
psychiatric and neurological disorders. However, our understanding of sex differences in …
psychiatric and neurological disorders. However, our understanding of sex differences in …
Braingnn: Interpretable brain graph neural network for fmri analysis
Understanding which brain regions are related to a specific neurological disorder or
cognitive stimuli has been an important area of neuroimaging research. We propose …
cognitive stimuli has been an important area of neuroimaging research. We propose …
Towards network-guided neuromodulation for epilepsy
Epilepsy is well-recognized as a disorder of brain networks. There is a growing body of
research to identify critical nodes within dynamic epileptic networks with the aim to target …
research to identify critical nodes within dynamic epileptic networks with the aim to target …
Functional brain networks reflect spatial and temporal autocorrelation
High-throughput experimental methods in neuroscience have led to an explosion of
techniques for measuring complex interactions and multi-dimensional patterns. However …
techniques for measuring complex interactions and multi-dimensional patterns. However …