Brain mapping of behavioral domains using multi-scale networks and canonical correlation analysis
I Fernandez-Iriondo, A Jimenez-Marin… - Frontiers in …, 2022 - frontiersin.org
Simultaneous mapping of multiple behavioral domains into brain networks remains a major
challenge. Here, we shed some light on this problem by employing a combination of …
challenge. Here, we shed some light on this problem by employing a combination of …
A connectivity-based psychometric prediction framework for brain–behavior relationship studies
The recent availability of population-based studies with neuroimaging and behavioral
measurements opens promising perspectives to investigate the relationships between …
measurements opens promising perspectives to investigate the relationships between …
How to characterize the function of a brain region
Many brain regions have been defined, but a comprehensive formalization of each region's
function in relation to human behavior is still lacking. Current knowledge comes from various …
function in relation to human behavior is still lacking. Current knowledge comes from various …
Linking human behaviour to brain structure: further challenges and possible solutions
0123456789 ();: represent functionally more relevant units of the brain and provide
opportunities for mechanistic insights. Another challenge to brain structure–behaviour …
opportunities for mechanistic insights. Another challenge to brain structure–behaviour …
A cognitive state transformation model for task-general and task-specific subsystems of the brain connectome
The human brain flexibly controls different cognitive behaviors, such as memory and
attention, to satisfy contextual demands. Much progress has been made to reveal task …
attention, to satisfy contextual demands. Much progress has been made to reveal task …
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 …
Behavioral Studies using large-scale brain networks–methods and validations
Mapping human behaviors to brain activity has become a key focus in modern cognitive
neuroscience. As methods such as functional MRI (fMRI) advance cognitive scientists show …
neuroscience. As methods such as functional MRI (fMRI) advance cognitive scientists show …
A matrix autoencoder framework to align the functional and structural connectivity manifolds as guided by behavioral phenotypes
We propose a novel matrix autoencoder to map functional connectomes from resting state
fMRI (rs-fMRI) to structural connectomes from Diffusion Tensor Imaging (DTI), as guided by …
fMRI (rs-fMRI) to structural connectomes from Diffusion Tensor Imaging (DTI), as guided by …
Spatial topography of individual-specific cortical networks predicts human cognition, personality, and emotion
Resting-state functional magnetic resonance imaging (rs-fMRI) offers the opportunity to
delineate individual-specific brain networks. A major question is whether individual-specific …
delineate individual-specific brain networks. A major question is whether individual-specific …
Network and state specificity in connectivity‐based predictions of individual behavior
Predicting individual behavior from brain functional connectivity (FC) patterns can contribute
to our understanding of human brain functioning. This may apply in particular if predictions …
to our understanding of human brain functioning. This may apply in particular if predictions …