[HTML][HTML] Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review

F Zhang, A Daducci, Y He, S Schiavi, C Seguin… - Neuroimage, 2022 - Elsevier
Diffusion magnetic resonance imaging (dMRI) tractography is an advanced imaging
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 …

Braingb: a benchmark for brain network analysis with graph neural networks

H Cui, W Dai, Y Zhu, X Kan, AAC Gu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
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 …

Diffusion MRI fiber tractography of the brain

B Jeurissen, M Descoteaux, S Mori… - NMR in …, 2019 - Wiley Online Library
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 …

The development of brain white matter microstructure

C Lebel, S Deoni - Neuroimage, 2018 - Elsevier
Throughout infancy, childhood, and adolescence, our brains undergo remarkable changes.
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 …

[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 …

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 …

Population-averaged atlas of the macroscale human structural connectome and its network topology

FC Yeh, S Panesar, D Fernandes, A Meola, M Yoshino… - Neuroimage, 2018 - Elsevier
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 …

Task-free MRI predicts individual differences in brain activity during task performance

I Tavor, OP Jones, RB Mars, SM Smith, TE Behrens… - Science, 2016 - science.org
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 …