Mapping population-based structural connectomes
Advances in understanding the structural connectomes of human brain require improved
approaches for the construction, comparison and integration of high-dimensional whole …
approaches for the construction, comparison and integration of high-dimensional whole …
Network analysis in disorders of consciousness: four problems and one proposed solution (exponential random graph models)
J Dell'Italia, MA Johnson, PM Vespa… - Frontiers in neurology, 2018 - frontiersin.org
In recent years, the study of the neural basis of consciousness, particularly in the context of
patients recovering from severe brain injury, has greatly benefited from the application of …
patients recovering from severe brain injury, has greatly benefited from the application of …
[HTML][HTML] Mapping the subcortical connectome using in vivo diffusion MRI: Feasibility and reliability
Tractography combined with regions of interest (ROIs) has been used to non-invasively
study the structural connectivity of the cortex as well as to assess the reliability of these …
study the structural connectivity of the cortex as well as to assess the reliability of these …
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations
Brain network analysis is vital for understanding the neural interactions regarding brain
structures and functions, and identifying potential biomarkers for clinical phenotypes …
structures and functions, and identifying potential biomarkers for clinical phenotypes …
Accounting for Changing Structure in Functional Network Analysis of TBI Patients
J Dell'Italia, MA Johnson, PM Vespa… - Frontiers in Systems …, 2020 - frontiersin.org
Over the last 15 years, network analysis approaches based on MR data have allowed a
renewed understanding of the relationship between brain function architecture and …
renewed understanding of the relationship between brain function architecture and …