[HTML][HTML] Learning clique subgraphs in structural brain network classification with application to crystallized cognition
Structural brain networks constructed from diffusion MRI are important biomarkers for
understanding human brain structure and its relation to cognitive functioning. There is …
understanding human brain structure and its relation to cognitive functioning. There is …
Topological modification of brain networks organization in children with high intelligence quotient: a resting-state fMRI study
I Suprano, C Delon-Martin, G Kocevar… - Frontiers in human …, 2019 - frontiersin.org
The idea that intelligence is embedded not only in a single brain network, but instead in a
complex, well-optimized system of complementary networks, has led to the development of …
complex, well-optimized system of complementary networks, has led to the development of …
Improving the reliability of network metrics in structural brain networks by integrating different network weighting strategies into a single graph
SI Dimitriadis, M Drakesmith, S Bells… - Frontiers in …, 2017 - frontiersin.org
Structural brain networks estimated from diffusion MRI (dMRI) via tractography have been
widely studied in healthy controls and patients with neurological and psychiatric diseases …
widely studied in healthy controls and patients with neurological and psychiatric diseases …
Developmental changes in functional brain networks from birth through adolescence
E Gozdas, SK Holland, M Altaye… - Human brain …, 2019 - Wiley Online Library
Investigation of the brain connectome using functional magnetic resonance imaging (fMRI)
and measures derived from graph theory analysis has emerged as a new approach to study …
and measures derived from graph theory analysis has emerged as a new approach to study …
Diagnosis of multiple sclerosis using graph-theoretic measures of cognitive-task-based functional connectivity networks
SNM Ashtiani, H Behnam… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Graph theory allows us to gain better insight concerning changes in brain functional
architecture associated with cognitive impairments in the early stages of multiple sclerosis …
architecture associated with cognitive impairments in the early stages of multiple sclerosis …
Maximum mutual information for feature extraction from graph-structured data: Application to Alzheimer's disease classification
J Yang, S Wang, T Wu - Applied Intelligence, 2023 - Springer
A brain network can be constructed from various imaging modalities such as magnetic
resonance imaging (MRI), representing the functional or structural connectivity between …
resonance imaging (MRI), representing the functional or structural connectivity between …
Classifying phenotypes based on the community structure of human brain networks
Human anatomical brain networks derived from the analysis of neuroimaging data are
known to demonstrate modular organization. Modules, or communities, of cortical brain …
known to demonstrate modular organization. Modules, or communities, of cortical brain …
Ensemble classification of Alzheimer's disease and mild cognitive impairment based on complex graph measures from diffusion tensor images
A Ebadi, JL Dalboni da Rocha, DB Nagaraju… - Frontiers in …, 2017 - frontiersin.org
The human brain is a complex network of interacting regions. The gray matter regions of
brain are interconnected by white matter tracts, together forming one integrative complex …
brain are interconnected by white matter tracts, together forming one integrative complex …
Test–retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures
U Braun, MM Plichta, C Esslinger, C Sauer, L Haddad… - Neuroimage, 2012 - Elsevier
Characterizing the brain connectome using neuroimaging data and measures derived from
graph theory emerged as a new approach that has been applied to brain maturation …
graph theory emerged as a new approach that has been applied to brain maturation …
Functional network estimation using multigraph learning with application to brain maturation study
Although most dramatic structural changes occur in the perinatal period, a growing body of
evidences demonstrates that adolescence and early adulthood are also important for …
evidences demonstrates that adolescence and early adulthood are also important for …