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 …

A cross-disorder connectome landscape of brain dysconnectivity

MP van den Heuvel, O Sporns - Nature reviews neuroscience, 2019 - nature.com
Many human brain disorders are associated with characteristic alterations in the structural
and functional connectivity of the brain. In this article, we explore how commonalities and …

Mind the gap: from neurons to networks to outcomes in multiple sclerosis

DT Chard, AAS Alahmadi, B Audoin… - Nature Reviews …, 2021 - nature.com
MRI studies have provided valuable insights into the structure and function of neural
networks, particularly in health and in classical neurodegenerative conditions such as …

Complex brain network analysis and its applications to brain disorders: a survey

J Liu, M Li, Y Pan, W Lan, R Zheng, FX Wu… - …, 2017 - Wiley Online Library
It is well known that most brain disorders are complex diseases, such as Alzheimer's
disease (AD) and schizophrenia (SCZ). In general, brain regions and their interactions can …

Graph theoretical framework of brain networks in multiple sclerosis: a review of concepts

V Fleischer, A Radetz, D Ciolac, M Muthuraman… - Neuroscience, 2019 - Elsevier
Network science provides powerful access to essential organizational principles of the
human brain. It has been applied in combination with graph theory to characterize brain …

[HTML][HTML] Task-and resting-state fMRI studies in multiple sclerosis: From regions to systems and time-varying analysis. Current status and future perspective

MA Rocca, MM Schoonheim, P Valsasina… - Neuroimage: Clinical, 2022 - Elsevier
Multiple sclerosis (MS) is a neurological disorder affecting the central nervous system and
features extensive functional brain changes that are poorly understood but relate strongly to …

[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 connectivity in multiple sclerosis: recent findings and future directions

M Tahedl, SM Levine, MW Greenlee, R Weissert… - Frontiers in …, 2018 - frontiersin.org
Multiple sclerosis is a debilitating disorder resulting from scattered lesions in the central
nervous system. Because of the high variability of the lesion patterns between patients, it is …

Sleep-related disorders and their relationship with MRI findings in multiple sclerosis

M Foschi, G Rizzo, R Liguori, P Avoni, L Mancinelli… - Sleep medicine, 2019 - Elsevier
Sleep-related disorders have been reported to have a higher prevalence in multiple
sclerosis (MS) than in the general population. They are often undervalued for the presence …

Reduced network dynamics on functional MRI signals cognitive impairment in multiple sclerosis

AJC Eijlers, AM Wink, KA Meijer, L Douw, JJG Geurts… - Radiology, 2019 - pubs.rsna.org
Background Previous studies have demonstrated extensive functional network disturbances
in patients with multiple sclerosis (MS), showing a less efficient brain network. Recent …