[HTML][HTML] Brain structure-function coupling provides signatures for task decoding and individual fingerprinting
Brain signatures of functional activity have shown promising results in both decoding brain
states, meaning distinguishing between different tasks, and fingerprinting, that is identifying …
states, meaning distinguishing between different tasks, and fingerprinting, that is identifying …
Functional connectome fingerprinting: identifying individuals and predicting cognitive functions via autoencoder
Functional network connectivity has been widely acknowledged to characterize brain
functions, which can be regarded as “brain fingerprinting” to identify an individual from a …
functions, which can be regarded as “brain fingerprinting” to identify an individual from a …
Mapping brain–behavior networks using functional and structural connectome fingerprinting in the HCP dataset
Introduction Connectome analysis of the human brain's structural and functional architecture
provides a unique opportunity to understand the organization of the brain's functional …
provides a unique opportunity to understand the organization of the brain's functional …
[HTML][HTML] Brain connectivity fingerprinting and behavioural prediction rest on distinct functional systems of the human connectome
The prediction of inter-individual behavioural differences from neuroimaging data is a
rapidly evolving field of research focusing on individualised methods to describe human …
rapidly evolving field of research focusing on individualised methods to describe human …
[HTML][HTML] Functional annotation of human cognitive states using deep graph convolution
A key goal in neuroscience is to understand brain mechanisms of cognitive functions. An
emerging approach is “brain decoding”, which consists of inferring a set of experimental …
emerging approach is “brain decoding”, which consists of inferring a set of experimental …
Masked features of task states found in individual brain networks
Completing complex tasks requires that we flexibly integrate information across brain areas.
While studies have shown how functional networks are altered during different tasks, this …
While studies have shown how functional networks are altered during different tasks, this …
[HTML][HTML] Connectotyping: model based fingerprinting of the functional connectome
O Miranda-Dominguez, BD Mills, SD Carpenter… - PloS one, 2014 - journals.plos.org
A better characterization of how an individual's brain is functionally organized will likely
bring dramatic advances to many fields of study. Here we show a model-based approach …
bring dramatic advances to many fields of study. Here we show a model-based approach …
Uncovering individual differences in fine-scale dynamics of functional connectivity
Functional connectivity (FC) profiles contain subject-specific features that are conserved
across time and have potential to capture brain–behavior relationships. Most prior work has …
across time and have potential to capture brain–behavior relationships. Most prior work has …
Prediction of individualized task activation in sensory modality-selective frontal cortex with 'connectome fingerprinting'
The human cerebral cortex is estimated to comprise 200–300 distinct functional regions per
hemisphere. Identification of the precise anatomical location of an individual's unique set of …
hemisphere. Identification of the precise anatomical location of an individual's unique set of …
[HTML][HTML] Subject identification using edge-centric functional connectivity
Group-level studies do not capture individual differences in network organization, an
important prerequisite for understanding neural substrates shaping behavior and for …
important prerequisite for understanding neural substrates shaping behavior and for …