A resilient low-frequency, small-world human brain functional network with highly connected association cortical hubs, Journal of Neuroscience, vol.26, issue.1, pp.63-72, 2006. ,
EEG coherence in Alzheimer's dementia, Journal of Neural Transmission, vol.110, issue.9, pp.1051-1058, 2003. ,
Sensorimotor network rewiring in mild cognitive impairment and Alzheimer's disease, Human Brain Mapping, vol.31, pp.515-525, 2010. ,
Mapping distributed sources of cortical rhythms in mild Alzheimer's disease. A multicentric EEG study, NeuroImage, vol.22, issue.1, pp.57-67, 2004. ,
Directionality of EEG synchronization in Alzheimer's disease subjects, Neurobiology of Aging, vol.30, issue.1, pp.93-102, 2009. ,
Evaluation of inverse methods and head models for EEG source localization using a human skull phantom, Physics in Medicine and Biology, vol.46, issue.1, pp.77-96, 2001. ,
Human brain networks in health and disease, Current Opinion in Neurology, vol.22, issue.4, pp.340-347, 2009. ,
Dynamic reconfiguration of human brain networks during learning, vol.108, pp.7641-7646, 2011. ,
Multiplex core-periphery organization of the human connectome, Journal of the Royal Society Interface, vol.15, issue.146, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01874871
Multilayer motif analysis of brain networks, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.27, 2017. ,
Structural measures for multiplex networks, Physical Review E, vol.89, issue.3, 2014. ,
The multilayer connectome of Caenorhabditis elegans, PLoS Computational Biology, vol.12, issue.12, 2016. ,
Analysis of multimodal neuroimaging data, IEEE Reviews in Biomedical Engineering, vol.4, pp.26-58, 2011. ,
Functional connectivity in the motor cortex of resting human brain using echo-planar MRI, Magnetic Resonance in Medicine, vol.34, issue.4, pp.537-541, 1995. ,
Functional and effective brain connectivity for discrimination between Alzheimer's patients and healthy individuals: A study on resting state EEG rhythms, Clinical Neurophysiology, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01443255
The structure and dynamics of multilayer networks, Physics Reports, vol.544, issue.1, pp.1-122, 2014. ,
Functional connectivity and graph theory in preclinical Alzheimer's disease, Neurobiology of Aging, vol.35, issue.4, pp.757-768, 2014. ,
,
A multi-layer network approach to MEG connectivity analysis, NeuroImage, vol.132, pp.425-438, 2016. ,
The brain's default network, Annals of the New York Academy of Sciences, vol.1124, issue.1, pp.1-38, 2008. ,
Cortical hubs revealed by intrinsic functional connectivity: Mapping assessment of stability, and relation to Alzheimer's disease, Journal of Neuroscience, vol.29, issue.6, pp.1860-1873, 2009. ,
Can multilayer brain networks be a real step forward?, Physics of Life Reviews, vol.24, pp.153-155, 2018. ,
Frequency-based brain networks: From a multiplex framework to a full multilayer description, Network Neuroscience, vol.2, issue.4, pp.418-441, 2017. ,
Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness, Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, vol.1, issue.3, pp.230-244, 2016. ,
, BOLD fractional contribution to resting-state functional connectivity above 0.1 Hz. NeuroImage, vol.107, pp.207-218, 2015.
Frequencies contributing to functional connectivity in the cerebral cortex in resting-state data, AJNR American Journal of Neuroradiology, vol.22, pp.1326-1333, 2001. ,
Structure-function clustering in multiplex brain networks, EPL, vol.116, issue.1, p.18003, 2016. ,
Parkinson's disease as a disconnection syndrome, Neuropsychology Review, vol.20, issue.2, pp.191-208, 2010. ,
The hubs of the human connectome are generally implicated in the anatomy of brain disorders, Brain, vol.137, issue.8, pp.2382-2395, 2014. ,
Identifying and mapping connectivity patterns of brain network hubs in Alzheimer's disease, Cerebral Cortex, vol.25, issue.10, pp.3723-3742, 2014. ,
Rich club analysis in the Alzheimer's disease connectome reveals a relatively undisturbed structural core network, Human Brain Mapping, vol.36, issue.8, pp.3087-3103, 2015. ,
Mapping multiplex hubs in human functional brain networks. Frontiers in Neuroscience, vol.10, 2016. ,
Mathematical formulation of multilayer networks, Physical Review X, vol.3, issue.4, 2013. ,
Is Alzheimer's disease a disconnection syndrome?, Neuropsychologia, vol.45, issue.14, pp.3315-3323, 2007. ,
An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest, NeuroImage, vol.31, issue.3, pp.968-980, 2006. ,
Graph analysis of functional brain networks: Practical issues in translational neuroscience, Philosophical Transactions of the Royal Society of London B, vol.369, 1653. ,
URL : https://hal.archives-ouvertes.fr/hal-01062386
Disrupted brain network topology in Parkinson's disease: A longitudinal magnetoencephalography study, Brain, vol.137, issue.1, pp.197-207, 2013. ,
INSIGHT-AD study: A monocentric cohort for the study of the preclinical stage of Alzheimer's disease, Alzheimer's & Dementia, vol.12, issue.7, p.335, 2016. ,
FreeSurfer, NeuroImage, vol.62, issue.2, pp.774-781, 2012. ,
Whole brain segmentation: Automated labeling of neuroanatomical structures in the human brain, Neuron, vol.33, issue.3, pp.341-355, 2002. ,
Sequenceindependent segmentation of magnetic resonance images, NeuroImage, vol.23, pp.69-84, 2004. ,
Disconnexion syndromes in animals and man, Neuropsychology Review, vol.20, issue.2, pp.128-157, 1965. ,
Memory amnesia, and the hippocampal system, Electroencephalography and Clinical Neurophysiology, vol.95, issue.6, pp.90026-90034, 1995. ,
,
Loss of brain inter-frequency hubs in Alzheimer's disease, Scientific Reports, vol.7, issue.1, p.10879, 2017. ,
,
Disrupted core-periphery structure of multimodal brain networks in Alzheimers disease, Network Neuroscience, vol.3, issue.2, pp.635-652, 2019. ,
Mapping the structural core of human cerebral cortex, PLoS Biology, vol.6, issue.7, 2008. ,
Network topology and functional connectivity disturbances precede the onset of Huntington's disease, Brain, vol.138, issue.8, pp.2332-2346, 2015. ,
Brain electric source imaging: Scalp Laplacian mapping and cortical imaging, Critical Reviews in Biomedical Engineering, vol.27, issue.3-5, pp.149-188, 1999. ,
Local and distant relationships between amyloid, tau and neurodegeneration in Alzheimer's disease, NeuroImage: Clinical, vol.17, pp.452-464, 2018. ,
Multi-tissue constrained spherical deconvolution for improved analysis of multi-shell diffusion MRI data, NeuroImage, vol.103, pp.411-426, 2014. ,
Correction for geometric distortion in echo planar images from B0 field variations, Magnetic Resonance in Medicine, vol.34, issue.1, pp.65-73, 1995. ,
Particle swarm optimization, Proceedings of ICNN'95 -International Conference on Neural Networks, 1995. ,
Mini-mental status exam mapping to the corresponding brain areas in dementia, Applied Technologies and Innovations, vol.7, issue.2, pp.55-58, 2012. ,
Multilayer networks, Journal of Complex Networks, vol.2, issue.3, pp.203-271, 2014. ,
The early indicators of functional decrease in mild cognitive impairment, Frontiers in Aging Neuroscience, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01415231
Interhemispheric disconnection syndrome in Alzheimer's disease, Proceedings of the National Academy of Sciences, vol.95, issue.15, pp.9042-9046, 1998. ,
The B-matrix must be rotated when correcting for subject motion in DTI data, Magnetic Resonance in Medicine, issue.6, pp.1336-1349, 2009. ,
Multimodal functional network connectivity: An EEG-fMRI fusion in network space, PLoS ONE, vol.6, issue.9, 2011. ,
Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimum-norm estimates, NeuroImage, vol.31, issue.1, pp.160-171, 2006. ,
Decreased resting-state interhemispheric functional connectivity in Parkinson's disease, pp.1-8, 2015. ,
Rich-cores in networks, PLoS ONE, vol.10, issue.3, 2015. ,
Comparing multilayer brain networks between groups: Introducing graph metrics and recommendations, NeuroImage, vol.166, pp.371-384, 2018. ,
A novel sparse graphical approach for multimodal brain connectivity inference, Medical Image Computing and Computer-Assisted Intervention -MICCAI 2012, pp.707-714, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00741631
Multilayer network switching rate predicts brain performance, Proceedings of the National Academy of Sciences, vol.115, issue.52, pp.13376-13381, 2018. ,
The neural system that bridges reward and cognition in humans: An fMRI study, Proceedings of the National Academy of Sciences, vol.99, issue.8, pp.5669-5674, 2002. ,
URL : https://hal.archives-ouvertes.fr/hal-00349710
Local and distal coherence as a measure of cortical connectivity in Alzheimer's disease, vol.6, 2010. ,
Loss of "small-world" networks in Alzheimer's disease: Graph analysis of fMRI resting-state functional connectivity, PloS ONE, vol.5, issue.11, 2010. ,
Disconnection syndromes of basal ganglia thalamus, and cerebrocerebellar systems, Cortex, vol.44, issue.8, pp.1037-1066, 2008. ,
Disrupted topologic efficiency of white matter structural connectome in individuals with subjective cognitive decline, Radiology, vol.286, issue.1, pp.229-238, 2018. ,
Memory and the hippocampus: A synthesis from findings with rats, monkeys, and humans: Correction, Psychological Review, vol.99, issue.3, p.582, 1992. ,
Modern network science of neurological disorders, Nature Reviews Neuroscience, vol.15, issue.10, pp.683-695, 2014. ,
Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease, Brain, vol.132, issue.1, pp.213-224, 2009. ,
Generalized synchronization of MEG recordings in Alzheimer's disease: Evidence for involvement of the gamma band, Journal of Clinical Neurophysiology, vol.19, issue.6, pp.562-574, 2002. ,
Reduced rich-club connectivity is related to disability in primary progressive MS, Neurology -Neuroimmunology Neuroinflammation, vol.4, issue.5, 2017. ,
Brainstorm: A user-friendly application for MEG/EEG analysis, Computational Intelligence and Neuroscience, 2011. ,
The "hub disruption index," a reliable index sensitive to the brain networks reorganization. A study of the contralesional hemisphere in stroke, Frontiers in Computational Neuroscience, vol.10, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01480265
Integrating cross-frequency and within band functional networks in restingstate MEG: A multi-layer network approach, NeuroImage, vol.142, pp.324-336, 2016. ,
Alzheimer's disease: Connecting findings from graph theoretical studies of brain networks, Neurobiology of Aging, vol.34, issue.8, pp.2023-2036, 2013. ,
N4ITK: Improved N3 bias correction, IEEE Transactions on Medical Imaging, vol.29, issue.6, pp.1310-1320, 2010. ,
General overview on the merits of multimodal neuroimaging data fusion, van den Heuvel, M. P., & Sporns, vol.102, pp.15775-15786, 2011. ,
Network hubs in the human brain, Trends in Cognitive Sciences, vol.17, issue.12, pp.683-696, 2013. ,
Abnormal rich club organization and functional brain dynamics in schizophrenia, JAMA Psychiatry, vol.70, issue.8, p.783, 2013. ,
Rich club disturbances of the human connectome from subjective cognitive decline to Alzheimer's disease, Theranostics, vol.8, issue.12, pp.3237-3255, 2018. ,
Selective impairment of hippocampus and posterior hub areas in Alzheimer's disease: An MEG-based multiplex network study, Brain, vol.140, issue.5, pp.1466-1485, 2017. ,
, , 2017.
, Age-related differences in the topological efficiency of the brain structural connectome in amnestic mild cognitive impairment, Neurobiology of Aging, vol.59, pp.144-155