Human brain networks in health and disease

DS Bassett, ET Bullmore - Current opinion in neurology, 2009 - journals.lww.com
Graph theoretical analysis of neuroimaging data is growing rapidly and could potentially
provide a relatively simple but powerful quantitative framework to describe and compare …

Combining complex networks and data mining: why and how

M Zanin, D Papo, PA Sousa, E Menasalvas, A Nicchi… - Physics Reports, 2016 - Elsevier
The increasing power of computer technology does not dispense with the need to extract
meaningful information out of data sets of ever growing size, and indeed typically …

Comparing brain networks of different size and connectivity density using graph theory

BCM Van Wijk, CJ Stam, A Daffertshofer - PloS one, 2010 - journals.plos.org
Graph theory is a valuable framework to study the organization of functional and anatomical
connections in the brain. Its use for comparing network topologies, however, is not without …

Development of a large-scale functional brain network during human non-rapid eye movement sleep

VI Spoormaker, MS Schröter, PM Gleiser… - Journal of …, 2010 - Soc Neuroscience
Graph theoretical analysis of functional magnetic resonance imaging (fMRI) time series has
revealed a small-world organization of slow-frequency blood oxygen level-dependent …

Why are seizures rare in rapid eye movement sleep? Review of the frequency of seizures in different sleep stages

M Ng, M Pavlova - Epilepsy research and treatment, 2013 - Wiley Online Library
Since the formal characterization of sleep stages, there have been reports that seizures may
preferentially occur in certain phases of sleep. Through ascending cholinergic connections …

[PDF][PDF] 人脑连接组研究: 脑结构网络和脑功能网络

梁夏, 王金辉, 贺永 - 科学通报, 2010 - helab.bnu.edu.cn
摘要人脑是自然界中最复杂的系统之一, 在这个系统中, 多个神经元, 神经元集群或者多个脑区
相互连接成庞杂的结构网络, 并通过相互作用完成脑的各种功能. 近年来, 结合基于图论的复杂 …

[HTML][HTML] Overcoming the effects of false positives and threshold bias in graph theoretical analyses of neuroimaging data

M Drakesmith, K Caeyenberghs, A Dutt, G Lewis… - Neuroimage, 2015 - Elsevier
Graph theory (GT) is a powerful framework for quantifying topological features of
neuroimaging-derived functional and structural networks. However, false positive (FP) …

Topological filtering of dynamic functional brain networks unfolds informative chronnectomics: a novel data-driven thresholding scheme based on orthogonal minimal …

SI Dimitriadis, C Salis, I Tarnanas… - Frontiers in …, 2017 - frontiersin.org
The human brain is a large-scale system of functionally connected brain regions. This
system can be modeled as a network, or graph, by dividing the brain into a set of regions, or …

A novel, fast and efficient single-sensor automatic sleep-stage classification based on complementary cross-frequency coupling estimates

SI Dimitriadis, C Salis, D Linden - Clinical Neurophysiology, 2018 - Elsevier
Objective Limitations of the manual scoring of polysomnograms, which include data from
electroencephalogram (EEG), electro-oculogram (EOG), electrocardiogram (ECG) and …

Tracking brain dynamics via time-dependent network analysis

SI Dimitriadis, NA Laskaris, V Tsirka, M Vourkas… - Journal of neuroscience …, 2010 - Elsevier
Complex network analysis is currently employed in neuroscience research to describe the
neuron pathways in the brain with a small number of computable measures that have …