The emergent properties of the connected brain
M Thiebaut de Schotten, SJ Forkel - Science, 2022 - science.org
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 …
A decade of test-retest reliability of functional connectivity: A systematic review and meta-analysis
Background Once considered mere noise, fMRI-based functional connectivity has become a
major neuroscience tool in part due to early studies demonstrating its reliability. These …
major neuroscience tool in part due to early studies demonstrating its reliability. These …
Psilocybin therapy increases cognitive and neural flexibility in patients with major depressive disorder
Psilocybin has shown promise for the treatment of mood disorders, which are often
accompanied by cognitive dysfunction including cognitive rigidity. Recent studies have …
accompanied by cognitive dysfunction including cognitive rigidity. Recent studies have …
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 …
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 …
A shared neural basis underlying psychiatric comorbidity
Recent studies proposed a general psychopathology factor underlying common
comorbidities among psychiatric disorders. However, its neurobiological mechanisms and …
comorbidities among psychiatric disorders. However, its neurobiological mechanisms and …
The normative modeling framework for computational psychiatry
Normative modeling is an emerging and innovative framework for mapping individual
differences at the level of a single subject or observation in relation to a reference model. It …
differences at the level of a single subject or observation in relation to a reference model. It …
Task-induced brain state manipulation improves prediction of individual traits
Recent work has begun to relate individual differences in brain functional organization to
human behaviors and cognition, but the best brain state to reveal such relationships remains …
human behaviors and cognition, but the best brain state to reveal such relationships remains …
[HTML][HTML] Movie-watching outperforms rest for functional connectivity-based prediction of behavior
ES Finn, PA Bandettini - NeuroImage, 2021 - Elsevier
A major goal of human neuroscience is to relate differences in brain function to differences
in behavior across people. Recent work has established that whole-brain functional …
in behavior across people. Recent work has established that whole-brain functional …
Neuroimaging-based individualized prediction of cognition and behavior for mental disorders and health: methods and promises
The neuroimaging community has witnessed a paradigm shift in biomarker discovery from
using traditional univariate brain mapping approaches to multivariate predictive models …
using traditional univariate brain mapping approaches to multivariate predictive models …