[HTML][HTML] Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review
Diffusion magnetic resonance imaging (dMRI) tractography is an advanced imaging
technique that enables in vivo reconstruction of the brain's white matter connections at …
technique that enables in vivo reconstruction of the brain's white matter connections at …
[HTML][HTML] The cingulum bundle: Anatomy, function, and dysfunction
EJ Bubb, C Metzler-Baddeley, JP Aggleton - … & Biobehavioral Reviews, 2018 - Elsevier
The cingulum bundle is a prominent white matter tract that interconnects frontal, parietal, and
medial temporal sites, while also linking subcortical nuclei to the cingulate gyrus. Despite its …
medial temporal sites, while also linking subcortical nuclei to the cingulate gyrus. Despite its …
Braingb: a benchmark for brain network analysis with graph neural networks
Mapping the connectome of the human brain using structural or functional connectivity has
become one of the most pervasive paradigms for neuroimaging analysis. Recently, Graph …
become one of the most pervasive paradigms for neuroimaging analysis. Recently, Graph …
Diffusion MRI fiber tractography of the brain
The ability of fiber tractography to delineate non‐invasively the white matter fiber pathways
of the brain raises possibilities for clinical applications and offers enormous potential for …
of the brain raises possibilities for clinical applications and offers enormous potential for …
The development of brain white matter microstructure
Throughout infancy, childhood, and adolescence, our brains undergo remarkable changes.
Processes including myelination and synaptogenesis occur rapidly across the first 2–3 years …
Processes including myelination and synaptogenesis occur rapidly across the first 2–3 years …
Support vector regression
F Zhang, LJ O'Donnell - Machine learning, 2020 - Elsevier
This chapter provides an overview of the support vector regression (SVR), an analytical
technique to investigate the relationship between one or more predictor variables and a real …
technique to investigate the relationship between one or more predictor variables and a real …
[HTML][HTML] The physics of brain network structure, function and control
CW Lynn, DS Bassett - Nature Reviews Physics, 2019 - nature.com
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
Understanding the physiopathology behind axial and radial diffusivity changes—what do we know?
PJ Winklewski, A Sabisz, P Naumczyk, K Jodzio… - Frontiers in …, 2018 - frontiersin.org
The use of the diffusion tensor imaging (DTI) is rapidly growing in the neuroimaging field.
Nevertheless, rigorously performed quantitative validation of DTI pathologic metrics remains …
Nevertheless, rigorously performed quantitative validation of DTI pathologic metrics remains …
Population-averaged atlas of the macroscale human structural connectome and its network topology
A comprehensive map of the structural connectome in the human brain has been a coveted
resource for understanding macroscopic brain networks. Here we report an expert-vetted …
resource for understanding macroscopic brain networks. Here we report an expert-vetted …
Task-free MRI predicts individual differences in brain activity during task performance
When asked to perform the same task, different individuals exhibit markedly different
patterns of brain activity. This variability is often attributed to volatile factors, such as task …
patterns of brain activity. This variability is often attributed to volatile factors, such as task …