Hierarchical functional system development supports executive function
In this perspective, we describe how developmental improvements in youth executive
function (EF) are supported by hierarchically organized maturational changes in functional …
function (EF) are supported by hierarchically organized maturational changes in functional …
Challenges and future directions for representations of functional brain organization
A key principle of brain organization is the functional integration of brain regions into
interconnected networks. Functional MRI scans acquired at rest offer insights into functional …
interconnected networks. Functional MRI scans acquired at rest offer insights into functional …
Individual-specific areal-level parcellations improve functional connectivity prediction of behavior
Resting-state functional magnetic resonance imaging (rs-fMRI) allows estimation of
individual-specific cortical parcellations. We have previously developed a multi-session …
individual-specific cortical parcellations. We have previously developed a multi-session …
[HTML][HTML] Optimising network modelling methods for fMRI
A major goal of neuroimaging studies is to develop predictive models to analyze the
relationship between whole brain functional connectivity patterns and behavioural traits …
relationship between whole brain functional connectivity patterns and behavioural traits …
Large-scale functional brain network architecture changes associated with trauma-related dissociation
Objective: Dissociative experiences commonly occur in response to trauma, and while their
presence strongly affects treatment approaches in posttraumatic spectrum disorders, their …
presence strongly affects treatment approaches in posttraumatic spectrum disorders, their …
[HTML][HTML] Functional reorganization of brain networks across the human menstrual cycle
The brain is an endocrine organ, sensitive to the rhythmic changes in sex hormone
production that occurs in most mammalian species. In rodents and nonhuman primates …
production that occurs in most mammalian species. In rodents and nonhuman primates …
[HTML][HTML] Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity
Resting-state fMRI is commonly used to derive brain parcellations, which are widely used for
dimensionality reduction and interpreting human neuroscience studies. We previously …
dimensionality reduction and interpreting human neuroscience studies. We previously …
Defining individual-specific functional neuroanatomy for precision psychiatry
Studies comparing diverse groups have shown that many psychiatric diseases involve
disruptions across distributed large-scale networks of the brain. There is hope that functional …
disruptions across distributed large-scale networks of the brain. There is hope that functional …
Common variants contribute to intrinsic human brain functional networks
The human brain forms functional networks of correlated activity, which have been linked
with both cognitive and clinical outcomes. However, the genetic variants affecting brain …
with both cognitive and clinical outcomes. However, the genetic variants affecting brain …
On the stability of canonical correlation analysis and partial least squares with application to brain-behavior associations
M Helmer, S Warrington… - Communications …, 2024 - nature.com
Associations between datasets can be discovered through multivariate methods like
Canonical Correlation Analysis (CCA) or Partial Least Squares (PLS). A requisite property …
Canonical Correlation Analysis (CCA) or Partial Least Squares (PLS). A requisite property …