Graph neural networks in network neuroscience

A Bessadok, MA Mahjoub… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Noninvasive medical neuroimaging has yielded many discoveries about the brain
connectivity. Several substantial techniques map** morphological, structural and …

Application of graph theory for identifying connectivity patterns in human brain networks: a systematic review

FV Farahani, W Karwowski, NR Lighthall - frontiers in Neuroscience, 2019 - frontiersin.org
Background: Analysis of the human connectome using functional magnetic resonance
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …

[HTML][HTML] Quantitative map** 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 …

Immunoneuropsychiatry—novel perspectives on brain disorders

K Pape, R Tamouza, M Leboyer, F Zipp - Nature Reviews Neurology, 2019 - nature.com
Immune processes have a vital role in CNS homeostasis, resilience and brain reserve. Our
cognitive and social abilities rely on a highly sensitive and fine-tuned equilibrium of immune …

Cerebral small vessel disease: from a focal to a global perspective

A Ter Telgte, EMC Van Leijsen, K Wiegertjes… - Nature Reviews …, 2018 - nature.com
Cerebral small vessel disease (SVD) is commonly observed on neuroimaging among
elderly individuals and is recognized as a major vascular contributor to dementia, cognitive …

Translational value of choroid plexus imaging for tracking neuroinflammation in mice and humans

V Fleischer, G Gonzalez-Escamilla, D Ciolac… - Proceedings of the …, 2021 - pnas.org
Neuroinflammation is a pathophysiological hallmark of multiple sclerosis and has a close
mechanistic link to neurodegeneration. Although this link is potentially targetable, robust …

Distinguishing between fatigue and fatigability in multiple sclerosis

RM Enoka, AM Almuklass, M Alenazy… - … and Neural Repair, 2021 - journals.sagepub.com
Fatigue is one of the most common debilitating symptoms reported by persons with multiple
sclerosis (MS). It reflects feelings of tiredness, lack of energy, low motivation, and difficulty in …

[HTML][HTML] What we know about the brain structure–function relationship

K Batista-García-Ramó, CI Fernández-Verdecia - Behavioral Sciences, 2018 - mdpi.com
How the human brain works is still a question, as is its implication with brain architecture: the
non-trivial structure–function relationship. The main hypothesis is that the anatomic …

[HTML][HTML] The network collapse in multiple sclerosis: An overview of novel concepts to address disease dynamics

MM Schoonheim, TAA Broeders, JJG Geurts - NeuroImage: Clinical, 2022 - Elsevier
Multiple sclerosis is a neuroinflammatory and neurodegenerative disorder of the central
nervous system that can be considered a network disorder. In MS, lesional pathology …

Functional networks of the brain: from connectivity restoration to dynamic integration

AE Hramov, NS Frolov, VA Maksimenko… - Physics …, 2021 - iopscience.iop.org
A review of physical and mathematical methods for reconstructing the functional networks of
the brain based on recorded brain activity is presented. Various methods are considered, as …