Network analysis of intrinsic functional brain connectivity in Alzheimer's disease.
paper
Cited
Public
- Authors
- Supekar, Kaustubh; Menon, Vinod; Rubin, Daniel; Musen, Mark; Greicius, Michael D
- Year
- 2008
- Journal
- PLoS computational biology
- PMID
- 18584043
- DOI
- 10.1371/journal.pcbi.1000100
- PMCID
- PMC2435273
Functional brain networks detected in task-free ("resting-state") functional magnetic resonance imaging (fMRI) have a small-world architecture that reflects a robust functional organization of the brain. Here, we examined whether this functional organization is disrupted in Alzheimer's disease (AD). Task-free fMRI data from 21 AD subjects and 18 age-matched controls were obtained. Wavelet analysis was applied to the fMRI data to compute frequency-dependent correlation matrices. Correlation matrices were thresholded to create 90-node undirected-graphs of functional brain networks. Small-world metrics (characteristic path length and clustering coefficient) were computed using graph analytical methods. In the low frequency interval 0.01 to 0.05 Hz, functional brain networks in controls showed small-world organization of brain activity, characterized by a high clustering coefficient and a low characteristic path length. In contrast, functional brain networks in AD showed loss of small-world properties, characterized by a significantly lower clustering coefficient (p<0.01), indicative of disrupted local connectivity. Clustering coefficients for the left and right hippocampus were significantly lower (p<0.01) in the AD group compared to the control group. Furthermore, the clustering coefficient distinguished AD participants from the controls with a sensitivity of 72% and specificity of 78%. Our study provides new evidence that there is disrupted organization of functional brain networks in AD. Small-world metrics can characterize the functional organization of the brain in AD, and our findings further suggest that these network measures may be useful as an imaging-based biomarker to distinguish AD from healthy aging.
Graph metricsβdegree, Ξ» (L/Lran), Ξ³ (C/Cran), Ο (Ξ³/Ξ»), for the AD group (Ξ) and the control group (β) at three frequency intervalsβ0.01 to 005 Hz (green), 0.06 to 0.12 Hz (blue), and 0.13 to 0.25 Hz (red).(A) For both groups, the mean degreeβa measure of network connectivity is highest at Scale 3 for a wide range of correlation thresholds (0.01<R<0.7), (B) The mean characteristic path length (Ξ») is low (1<Ξ»<1.27) and shows similar trends at all the scales (C) The clustering coefficient (Ξ³) for both groups is highest at Scale 3. (D) Due to higher mean Ξ³ values, the small-world measure Ο (Ξ³/Ξ») is highest at Scale 3 for both groups. The small-world property (Ο>1) showed a linear increase in small-worldness as the threshold increased (degree decreased). Ο values for higher correlation thresholds are hard to interpret as at higher threshold values graphs of functional brain networks have fewer edges (smaller degree) and tend to split into isolated sub-graphs.
Small-world properties for networks derived by thresholding the correlation matrices such that the network has Kβ² edges.Error bars represent values two standard deviations from the mean. (A) Mean Ξ» (L/Lran) values for the AD group and the control group. No significant differences in the mean Ξ» values are observed. (B) Mean Ξ³ (C/Cran) values for the AD group and the control group. Ξ³ values in AD group were significantly lower (indicated by *) than that in the control group (p<0.01). (C) Mean Ο (Ξ³/Ξ») values for the AD group and the control group. Ο values in AD group were significantly lower (indicated by *) than that in the control group (p<0.01).
Global efficiency of whole-brain functional connectivity network.(A) Global efficiency measure (Eglobal), for the AD group (Ξ) and the control group (β) at three frequency intervalsβ0.01 to 005 Hz (green), 0.06 to 0.12 Hz (blue), and 0.13 to 0.25 Hz (red). The mean Eglobal value is low (0.78<Ξ»<1) and shows similar trends at all the scales. (B) For the frequency interval 0.01 to 005 Hz (green)βmean Eglobal values for the AD group and the control group for networks derived by thresholding the correlation matrices such that the network has Kβ² edges. No significant differences in the mean Eglobal values were observed. Error bars represent values two standard deviations from the mean.
Receiver operating characteristic curve, plot of the sensitivity vs. (1-specificity) for distinguishing AD participants from controls as a function of varying normalized clustering coefficient (Ξ³) threshold.Using a cut-off value of 1.57, Ξ³ correctly classified 14 out of 18 controls and 15 of 21 AD subjects yielding 72% sensitivity and 78% specificity. The Area under the curve was 0.754 (95% CI Area 0.602 to 0.906).
Small-world property Ξ³ (C/Cran), the normalized clustering coefficient, for four regions of interestβleft hippocampus (Hippocampus - Left), right hippocampus (Hippocampus - Right), left precentral gyrus (Precentral Gyrus - Left), right precentral gyrus (Precentral Gyrus - Right)βfor the AD group (red) and the control group (blue) as a function of the correlation threshold.In the left and the right hippocampus, for threshold values from 0.1 to 0.6, the clustering coefficient values in the AD group were significantly lower (p<0.01) than in the control group, while for the left and the right precentral gyrus, no significant differences in the clustering coefficient values were observed at any correlation threshold.
1β20 of 49
Next β
| Name | Type |
|---|---|
| 90 anatomical regions of interest local | anatomy |
| 90 cortical regions network local | anatomy |
| Acetylcholinesterase inhibitor local | drug |
| AD patients | cohort |
| AD subjects | cohort |
| age | phenotype |
| age-matched controls local | cohort |
| Age-matched controls local | cohort |
| alcohol dependence | phenotype |
| Alzheimer's disease local | cohort |
| Alzheimer's disease | phenotype |
| amygdala | anatomy |
| anatomical region | anatomy |
| angular gyrus | anatomy |
| anterior cingulate cortex | anatomy |
| anterior commissure | anatomy |
| apoE | gene |
| APOE 4 allele local | variant |
| APOE Ξ΅4 allele | gene |
| brain | anatomy |
| brain networks | anatomy |
| calcarine fissure local | anatomy |
| caudate nucleus | anatomy |
| characteristic path length | phenotype |
| Clustering coefficient local | drug |
| cognitive decline | phenotype |
| cognitive domains local | phenotype |
| cognitive reserve local | phenotype |
| control | cohort |
| control group | cohort |
| controls | cohort |
| control subjects | cohort |
| corpus striatum region local | anatomy |
| cortex | anatomy |
| default mode network | anatomy |
| default-mode network | anatomy |
| dorsal striatum | anatomy |
| dysfunctional brain connectivity local | anatomy |
| EEG | phenotype |
| efficiency | phenotype |
| episodic memory | phenotype |
| fMRI signal local | drug |
| focal regions of abnormal brain function local | anatomy |
| frontal cortex | anatomy |
| frontal lobe - corpus striatum connectivity local | anatomy |
| frontal-prefrontal local | anatomy |
| fronto-corpus striatum local | anatomy |
| functional brain network local | drug |
| functional connectivity | phenotype |
| fusiform gyrus | anatomy |
| Global functional brain organization local | anatomy |
| global functional organization local | anatomy |
| gyrus rectus | anatomy |
| Healthy aging local | phenotype |
| Healthy human subjects local | cohort |
| heschl gyrus | anatomy |
| hippocampus | anatomy |
| human brain | anatomy |
| inferior frontal gyrus | anatomy |
| inferior occipital gyrus | anatomy |
| inferior parietal lobule | anatomy |
| inferior temporal gyrus | anatomy |
| intrafrontal local | anatomy |
| intratemporal local | anatomy |
| lateral temporoparietal cortices local | anatomy |
| left precentral gyrus | anatomy |
| Less impaired MCI patients local | cohort |
| lingual gyrus | anatomy |
| long-range connectivity local | phenotype |
| Macaque cortex local | anatomy |
| magnetoencephalogram | drug |
| Maximum overlap discrete wavelet transform local | drug |
| MCI patients local | cohort |
| mean Ξ³ local | phenotype |
| mean Ξ» local | phenotype |
| mean Ο local | phenotype |
| medial temporal region local | anatomy |
| median cingulate | anatomy |
| memantine | drug |
| Memory disorder clinics local | cohort |
| middle frontal gyrus | anatomy |
| middle occipital gyrus | anatomy |
| middle temporal gyrus | anatomy |
| Mild cognitive impairment | phenotype |
| MMSE | phenotype |
| neocortical regions | anatomy |
| neurodegenerative disorders | phenotype |
| NMDA-receptor antagonist local | drug |
| Non-AD dementias local | phenotype |
| nonalcoholic | cohort |
| Normal subjects local | phenotype |
| occipital cortex | anatomy |
| occipital lobe region local | anatomy |
| olfactory gyrus local | anatomy |
| other parts of frontal lobe region local | anatomy |
| pallidum | anatomy |
| paracentral lobule | anatomy |
| parahippocampal gyrus | anatomy |
| parietal lobe region local | anatomy |
| postcentral gyrus | anatomy |
| posterior cingulate cortex | anatomy |
| posterior commissure | anatomy |
| precentral gyrus | anatomy |
| precuneus | anatomy |
| prefrontal areas - frontal lobe connectivity local | anatomy |
| prefrontal cortex | anatomy |
| prefrontal lobe region local | anatomy |
| Primate cerebral cortex local | anatomy |
| Primate cortical visual system local | anatomy |
| PSEN1 | gene |
| PSEN2 | gene |
| PSEN2 mutation local | variant |
| putamen | anatomy |
| rest1 dataset local | cohort |
| rest2 dataset local | cohort |
| right cuneus | anatomy |
| right precentral gyrus | anatomy |
| rolandic operculum | anatomy |
| Scale 1 (0.13-0.25 Hz) local | drug |
| Scale 2 (0.06-0.12 Hz) local | drug |
| Scale 3 (0.01-0.05 Hz) local | drug |
| sex | phenotype |
| Small-world architecture local | phenotype |
| Small-world metric local | drug |
| small-world network characteristics local | anatomy |
| Small-world properties | phenotype |
| Stanford University local | cohort |
| sub-cortical regions local | anatomy |
| subjects with AD local | cohort |
| superior frontal cortex | anatomy |
| superior occipital gyrus | anatomy |
| superior parietal cortex | anatomy |
| superior temporal gyrus | anatomy |
| supplementary motor area | anatomy |
| supramarginal gyrus | anatomy |
| Task-free fMRI local | drug |
| task-free functional magnetic resonance imaging local | drug |
| Task-free functional MRI dataset local | cohort |
| temporal | anatomy |
| temporal lobe | anatomy |
| temporal lobe - corpus striatum connectivity local | anatomy |
| temporal lobe - thalamus connectivity local | anatomy |
| temporal pole | anatomy |
| temporo-corpus striatum local | anatomy |
| Temporoparietal junction local | anatomy |
| temporo-thalamus local | anatomy |
| thalamo-frontal local | anatomy |
| thalamo-occipital local | anatomy |
| thalamus | anatomy |
| thalamus - frontal lobe connectivity local | anatomy |
| thalamus - occipital lobe connectivity local | anatomy |
| Tzourio-Mazoyer anatomical template local | anatomy |
| UCSF longitudinal study of normal aging local | cohort |
| University of California San Francisco local | cohort |
| wavelet correlation matrix local | drug |
| Wavelets local | drug |
| whole brain | anatomy |
| whole-brain functional connectivity network local | anatomy |
| whole-brain functional connectivity network local | phenotype |
| Whole-brain functional connectivity network local | anatomy |
| Whole brain functional network local | anatomy |
| years of education | phenotype |
| Ξ³ (normalized clustering coefficient) local | drug |
No uploaded files.
Not in any collection.
In this knowledge base
External
| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
| Neurotransmitter-based machine-learning model for distinguishing Alzheimer's disease and mild cognitive impairment. | Zhao J et al. | β | 2026 | β |
| Structured dissociative PCA methods for high dimensional neuroimaging signal decomposition. | Khalid MU et al. | β | 2026 | β |
| A dual path graph neural network framework for dementia diagnosis. | Zhang D et al. | β | 2025 | β |
| Alpha rhythm and Alzheimer's disease: Has Hans Berger's dream come true? | Babiloni C et al. | β | 2025 | β |
| Amyloid-Ξ² Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks. | Liu Y et al. | β | 2025 | β |
| An artificial intelligence-derived metabolic network predicts psychosis in Alzheimer's disease. | Nguyen N et al. | β | 2025 | β |
| A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers. | Chen Y et al. | β | 2025 | β |
| Brain network alterations in mobile phone use problem severity: A multimodal neuroimaging analysis. | Yao L et al. | β | 2025 | β |
| Brain topology and cognitive outcomes after cardiac arrest: A graph theoretical analysis of fMRI data. | Verhulst MMLH et al. | β | 2025 | β |
| Characteristic indicators for mild-cognitive-impairment obtained from dimension reduction of brain networks. | Weng X et al. | β | 2025 | β |
| Disruption of the linear relationship between recognition memory and local functional connectivity of left perirhinal cortex in rat after acute 2.856Β GHz microwave exposure. | Zhao J et al. | β | 2025 | β |
| Dynamics of frontal cortex functional connectivity during cognitive tasks: insights from fNIRS analysis in the Dual n-back Paradigm. | Shirzadi S et al. | β | 2025 | β |
| Efficacy of functional connectome fingerprinting using tangent-space brain networks. | Curic D et al. | β | 2025 | β |
| Falls in people with Alzheimer's disease: Exploring the role of inhibitory control. | Wells M et al. | β | 2025 | β |
| Flexible Reconfigurations of Brain Networks During Decisions With Predefined Versus Self-Generated Options. | Wu Q et al. | β | 2025 | β |
| Graph Signal Entropy for Analyzing Functional Brain Abnormalities of Alzheimer's Disease Patients. | Pu R et al. | β | 2025 | β |
| Longitudinal excitation-inhibition balance altered by sex and APOE-Ξ΅4. | Burns AP et al. | β | 2025 | β |
| Multimodal magnetic resonance imaging analysis of early mild cognitive impairment. | Xu S et al. | β | 2025 | β |
| Multiplex nodal modularity: A novel network metric for the regional analysis of amnestic mild cognitive impairment during a working memory binding task. | Campbell-Cousins A et al. | β | 2025 | β |
| Network-based alterations in task-induced functional connectivity in bipolar disorder: An functional near-infrared spectroscopy study. | Lim S et al. | β | 2025 | β |
| Relation of MRI visible perivascular spaces with global and regional brain structural connectivity measures: The Framingham Heart Study (FHS). | Ekenze O et al. | β | 2025 | β |
| Self-Supervised Learning to Unveil Brain Dysfunctional Signatures in Brain Disorders: Methods and Applications. | Li Y et al. | β | 2025 | β |
| Site- and electroencephalogram-frequency-specific effects of 800-nm prefrontal transcranial photobiomodulation on electroencephalogram global network topology in young adults. | Kang S et al. | β | 2025 | β |
| The contributions of resting-state functional-MRI studies to our understanding of male patients with obstructive sleep apnea: a systematic review. | Yu R et al. | β | 2025 | β |
| The whole-brain structural and functional connectome in Alzheimer's disease spectrum: A multimodal Bayesian meta-analysis of graph theoretical characteristics. | Liu W et al. | β | 2025 | β |
| Time-Frequency Domain Analysis of Quantitative Electroencephalography as a Biomarker for Dementia. | Simfukwe C et al. | β | 2025 | β |
| Time-resolved large-scale neural coactivations in macaque monkey. | Ivey V et al. | β | 2025 | β |
| Uncovering abnormal gray and white matter connectivity patterns in Alzheimer's disease spectrum: a dynamic graph theory analysis for early detection. | Jiang J et al. | β | 2025 | β |
| A 3D pseudo-continuous arterial spin labeling study of altered cerebral blood flow correlation networks in mild cognitive impairment and Alzheimer's disease. | Li M et al. | β | 2024 | β |
| Abnormal insula network characteristics in panic disorder. | You L et al. | β | 2024 | β |
| A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer's disease using resting-state functional network connectivity. | Hassanzadeh R et al. | β | 2024 | β |
| A novel method for PET connectomics guided by fibre-tracking MRI: Application to Alzheimer's disease. | Sun Z et al. | β | 2024 | β |
| A novel spatiotemporal graph convolutional network framework for functional connectivity biomarkers identification of Alzheimer's disease. | Zhang Y et al. | β | 2024 | β |
| Atypical instantaneous spatio-temporal patterns of neural dynamics in Alzheimer's disease. | Nobukawa S et al. | β | 2024 | β |
| Brain structural network modular and connectivity alterations in subtypes of patients with migraine and medication overuse headache. | Jao CW et al. | β | 2024 | β |
| Differential network knockoff filter with application to brain connectivity analysis. | Ji J et al. | β | 2024 | β |
| Dynamic multilayer functional connectivity detects preclinical and clinical Alzheimer's disease. | Canal-Garcia A et al. | β | 2024 | β |
| Effect of Magnetic Resonance Image Quality on Structural and Functional Brain Connectivity: The Maastricht Study. | de Jong JJA et al. | β | 2024 | β |
| Electrophysiological Brain Network Estimation with Simultaneous Scalp EEG and Intracranial EEG: Inference Algorithm and Applications | Yang S et al. | β | 2024 | β |
| FAST functional connectivity implicates P300 connectivity in working memory deficits in Alzheimer's disease. | Roy O et al. | β | 2024 | β |
| Jointly constrained group sparse connectivity representation improves early diagnosis of Alzheimer's disease on routinely acquired T1-weighted imaging-based brain network. | Zhu C et al. | β | 2024 | β |
| LCGNet: Local Sequential Feature Coupling Global Representation Learning for Functional Connectivity Network Analysis With fMRI. | Zhou J et al. | β | 2024 | β |
| Machine Learning Recognizes Stages of Parkinson's Disease Using Magnetic Resonance Imaging. | Chudzik A | β | 2024 | β |
| Neighborhood structure-guided brain functional networks estimation for mild cognitive impairment identification. | Liang L et al. | β | 2024 | β |
| Network-based statistics reveals an enhanced subnetwork in prefrontal cortex in mild cognitive impairment: a functional near-infrared spectroscopy study. | Wu P et al. | β | 2024 | β |
| Non-invasive brain stimulation in cognitive sciences and Alzheimer's disease. | Carrarini C et al. | β | 2024 | β |
| Reductions in the white-gray functional connectome in preclinical Alzheimer's disease and their associations with amyloid and cognition. | Xu L et al. | β | 2024 | β |
| Reorganization of brain connectivity across the spectrum of clinical cognitive decline. | YΓΌksel Dal D et al. | β | 2024 | β |
| Seeing through "brain fog": neuroimaging assessment and imaging biomarkers for cancer-related cognitive impairments. | Gu Q et al. | β | 2024 | β |
| Sex based differences in functional connectivity during a working memory task: an fNIRS study. | Shirzadi S et al. | β | 2024 | β |
| Towards personalized precision functional mapping in infancy. | Moore LA et al. | β | 2024 | β |
| Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease Using EEG Data. | Klepl D et al. | β | 2023 | β |
| Alzheimer's Disease Is Associated with Increased Network Assortativity: Evidence from Metabolic Connectivity. | Khokhar SK et al. | β | 2023 | β |
| Brain effective connectivity and functional connectivity as markers of lifespan vascular exposures in middle-aged adults: The Bogalusa Heart Study. | Chuang KC et al. | β | 2023 | β |
| Classification and prediction of cognitive performance differences in older age based on brain network patterns using a machine learning approach. | KrΓ€mer C et al. | β | 2023 | β |
| Classification of bipolar disorders using the multilayer modularity in dynamic minimum spanning tree from resting state fMRI. | Wang H et al. | β | 2023 | β |
| Cross-Frequency Multilayer Network Analysis with Bispectrum-based Functional Connectivity: A Study of Alzheimer's Disease. | Klepl D et al. | β | 2023 | β |
| Decreased Brain Structural Network Connectivity in Patients with Mild Cognitive Impairment: A Novel Fractal Dimension Analysis. | Lau CI et al. | β | 2023 | β |
| Directed Functional Brain Connectivity is Altered in Sub-threshold Amyloid-Ξ² Accumulation in Cognitively Normal Individuals. | Mijalkov M et al. | β | 2023 | β |
| Dynamic functional connectivity MEG features of Alzheimer's disease. | Jin H et al. | β | 2023 | β |
| Dysconnection and cognition in schizophrenia: A spectral dynamic causal modeling study. | Zarghami TS et al. | β | 2023 | β |
| Feasibility of applying graph theory to diagnosing generalized anxiety disorder using machine learning models. | Jiang J et al. | β | 2023 | β |
| Functional and structural connectivity in the Papez circuit in different stages of Alzheimer's disease. | Hari E et al. | β | 2023 | β |
| Functional gradients reveal altered functional segregation in patients with amnestic mild cognitive impairment and Alzheimer's disease. | He Y et al. | β | 2023 | β |
| Functional network structure supports resilience to memory deficits in cognitively normal older adults with amyloid-Ξ² pathology. | Adams JN et al. | β | 2023 | β |
| GABA<sub>A</sub> receptor subunit modulation reversed electrophysiological network alterations after blast exposure in rat organotypic hippocampal slice cultures. | Varghese N et al. | β | 2023 | β |
| Inference for nonparanormal partial correlation via regularized rank-based nodewise regression. | Hu H et al. | β | 2023 | β |
| netANOVA: novel graph clustering technique with significance assessment via hierarchical ANOVA. | Duroux D et al. | β | 2023 | β |
| Neuroinflammation is independently associated with brain network dysfunction in Alzheimer's disease. | Leng F et al. | β | 2023 | β |
| Nonlinear changes in delayed functional network topology in Alzheimer's disease: relationship with amyloid and tau pathology. | Mijalkov M et al. | β | 2023 | β |
| Patients with Alzheimer's disease dementia show partially preserved parietal 'hubs' modeled from resting-state alpha electroencephalographic rhythms. | Lopez S et al. | β | 2023 | β |
| qEEG as Biomarker for Alzheimer's Disease: Investigating Relative PSD Difference and Coherence Analysis. | Simfukwe C et al. | β | 2023 | β |
| Robust Bayesian Estimation of EEG-Based Brain Causality Networks. | Liu K et al. | β | 2023 | β |
| Social and non-social working memory in neurodegeneration. | Legaz A et al. | β | 2023 | β |
| Static and Dynamic Functional Connectivity Alterations in Alzheimer's Disease and Neuropsychiatric Diseases. | Matsui T et al. | β | 2023 | β |
| Tau trajectory in Alzheimer's disease: Evidence from the connectome-based computational models. | Bitra VR et al. | β | 2023 | β |
| The distribution and heterogeneity of excitability in focal epileptic network potentially contribute to the seizure propagation. | Fan D et al. | β | 2023 | β |
| The human functional connectome in neurodegenerative diseases: relationship to pathology and clinical progression. | Filippi M et al. | β | 2023 | β |
| The importance ofΒ graph databases andΒ graph learning forΒ clinical applications. | Walke D et al. | β | 2023 | β |
| Topologically convergent and divergent large scale complex networks among Alzheimer's disease spectrum patients: A systematic review. | Yang Z et al. | β | 2023 | β |
| Topological network properties of resting-state functional connectivity patterns are associated with metal mixture exposure in adolescents. | Invernizzi A et al. | β | 2023 | β |
| A Novel Key Features Screening Method Based on Extreme Learning Machine for Alzheimer's Disease Study. | Lu J et al. | β | 2022 | β |
| Association between abnormal brain oscillations and cognitive performance in patients with bipolar disorder: Molecular mechanisms and clinical evidence. | Lu Z et al. | β | 2022 | β |
| Associations of lifetime concussion history and repetitive head impact exposure with resting-state functional connectivity in former collegiate American football players: An NCAA 15-year follow-up study. | Walton SR et al. | β | 2022 | β |
| Biomarkers Derived from Alterations in Overlapping Community Structure of Resting-state Brain Functional Networks for Detecting Alzheimer's Disease. | Han H et al. | β | 2022 | β |
| Brain functional topology differs by sex in cognitively normal older adults. | Yang Z et al. | β | 2022 | β |
| Cognitive impairment networks in Alzheimer's disease: Analysis of three double-blind randomized, placebo-controlled, clinical trials of donepezil. | Rotstein A et al. | β | 2022 | β |
| Cognitive theories of autism based on the interactions between brain functional networks. | Alamdari SB et al. | β | 2022 | β |
| Common network effect-patterns after monoamine reuptake inhibition in dissociated hippocampus cultures. | Trepl J et al. | β | 2022 | β |
| Connectomic analysis of Alzheimer's disease using percolation theory. | Kotlarz P et al. | β | 2022 | β |
| Convolutional Recurrent Neural Network for Dynamic Functional MRI Analysis and Brain Disease Identification. | Lin K et al. | β | 2022 | β |
| Cortical network modularity changes along the course of frontotemporal and Alzheimer's dementing diseases. | Franciotti R et al. | β | 2022 | β |
| Dementia ConnEEGtome: Towards multicentric harmonization of EEG connectivity in neurodegeneration. | Prado P et al. | β | 2022 | β |
| Disrupted topological organization of functional brain networks in Alzheimer's disease patients with depressive symptoms. | Guo Z et al. | β | 2022 | β |
| Distinct brain structural-functional network topological coupling explains different outcomes in tinnitus patients treated with sound therapy. | Chen Q et al. | β | 2022 | β |
| EEG-Based Graph Neural Network Classification of Alzheimer's Disease: An Empirical Evaluation of Functional Connectivity Methods. | Klepl D et al. | β | 2022 | β |
| Global Network Analysis of Alzheimer's Disease with Minimum Spanning Trees. | Canario E et al. | β | 2022 | β |
| Group-level comparison of brain connectivity networks. | Pourmotahari F et al. | β | 2022 | β |
| Improving Functional Connectome Fingerprinting with Degree-Normalization. | ChiΓͺm B et al. | β | 2022 | β |
| Increased functional connectivity patterns in mild Alzheimer's disease: A rsfMRI study. | Penalba-SΓ‘nchez L et al. | β | 2022 | β |
| Integrating Multimodal and Longitudinal Neuroimaging Data with Multi-Source Network Representation Learning. | Zhang W et al. | β | 2022 | β |
| Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer's disease? | Scheijbeler EP et al. | β | 2022 | β |
| SCALAR ON NETWORK REGRESSION VIA BOOSTING. | Morris EL et al. | β | 2022 | β |
| Social cognitive network neuroscience. | Krendl AC et al. | β | 2022 | β |
| The Altered Pattern of the Functional Connectome Related to Pathological Biomarkers in Individuals for Autism Spectrum Disorder Identification. | Peng L et al. | β | 2022 | β |
| The distinct disrupted plasticity in structural and functional network in mild stroke with basal ganglia region infarcts. | Zhu H et al. | β | 2022 | β |
| The pyramid representation of the functional network using resting-state fMRI. | Yang Z et al. | β | 2022 | β |
| The trend of disruption in the functional brain network topology of Alzheimer's disease. | Fathian A et al. | β | 2022 | β |
| Wavelet-Based Fractal Analysis of rs-fMRI for Classification of Alzheimer's Disease. | Sadiq A et al. | β | 2022 | β |
| Youth with Down syndrome display widespread increased functional connectivity during rest. | Csumitta KD et al. | β | 2022 | β |
| Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment. | Shu J et al. | β | 2021 | β |
| A covariate-constraint method to map brain feature space into lower dimensional manifolds. | Renard F et al. | β | 2021 | β |
| Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition. | Foo H et al. | β | 2021 | β |
| A novel dynamic network imaging analysis method reveals aging-related fragmentation of cortical networks in mouse. | Llano DA et al. | β | 2021 | β |
| Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment. | Sanabria-Diaz G et al. | β | 2021 | β |
| Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain. | Stefanovski L et al. | β | 2021 | β |
| B-Tensor: Brain Connectome Tensor Factorization for Alzheimer's Disease. | Durusoy G et al. | β | 2021 | β |
| Complexity Analysis of the Default Mode Network Using Resting-State fMRI in Down Syndrome: Relationships Highlighted by a Neuropsychological Assessment. | Figueroa-Jimenez MD et al. | β | 2021 | β |
| Conductance-Based Structural Brain Connectivity in Aging and Dementia. | Frau-Pascual A et al. | β | 2021 | β |
| Cortical Structural Connectivity Alterations and Potential Pathogenesis in Mid-Stage Sporadic Parkinson's Disease. | Deng X et al. | β | 2021 | β |
| Decoupling of Structural and Functional Connectivity in Hubs and Cognitive Impairment After Mild Traumatic Brain Injury. | Wang S et al. | β | 2021 | β |
| Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment. | Zhang L et al. | β | 2021 | β |
| Diagnosis of Alzheimer's Disease Using Brain Network. | Lama RK et al. | β | 2021 | β |
| Diagnosis of early Alzheimer's disease based on dynamic high order networks. | Lei B et al. | β | 2021 | β |
| Disruption of functional and structural networks in first-episode, drug-naΓ―ve adolescents with generalized anxiety disorder. | Guo X et al. | β | 2021 | β |
| Dynamic Functional Connectivity Change-Point Detection With Random Matrix Theory Inference. | Kim J et al. | β | 2021 | β |
| Effect of education on functional network edge efficiency in Alzheimer's disease. | Kim Y et al. | β | 2021 | β |
| Effect of SSRIs on Resting-State Functional Brain Networks in Adolescents with Major Depressive Disorder. | Chu SH et al. | β | 2021 | β |
| Emerging neurodevelopmental perspectives on mathematical learning. | Menon V et al. | β | 2021 | β |
| Entrainment of Network Activity by Closed-Loop Microstimulation in Healthy Ambulatory Rats. | Averna A et al. | β | 2021 | β |
| Evidence for exercise-related plasticity in functional and structural neural network connectivity. | Won J et al. | β | 2021 | β |
| Finding New Communities: A Principle of Neuronal Network Reorganization in Alzheimer's Disease. | Weller A et al. | β | 2021 | β |
| Functional Disruptions of the Brain in Low Back Pain: A Potential Imaging Biomarker of Functional Disability. | Lamichhane B et al. | β | 2021 | β |
| Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment. | Yang P et al. | β | 2021 | β |
| Gray matter structural networks related to <sup>18</sup>F-THK5351 retention in cognitively normal older adults and Alzheimer's disease patients. | Shigemoto Y et al. | β | 2021 | β |
| Identification of Pattern Completion Neurons in Neuronal Ensembles Using Probabilistic Graphical Models. | Carrillo-Reid L et al. | β | 2021 | β |
| Impact of Brain Functional Network Properties on Intelligence in Children and Adolescents with Focal Epilepsy: A Resting-state MRI Study. | Songjiang L et al. | β | 2021 | β |
| Integrating additional knowledge into the estimation of graphical models. | Bu Y et al. | β | 2021 | β |
| Measures of resting state EEG rhythms for clinical trials in Alzheimer's disease: Recommendations of an expert panel. | Babiloni C et al. | β | 2021 | β |
| Mitochondrial Functioning and the Relations among Health, Cognition, and Aging: Where Cell Biology Meets Cognitive Science. | Geary DC | β | 2021 | β |
| Multi-modal biomarkers of low back pain: A machine learning approach. | Lamichhane B et al. | β | 2021 | β |
| Resting-state brain connectivity in healthy young and middle-aged adults at risk of progressive Alzheimer's disease. | Kucikova L et al. | β | 2021 | β |
| Resting-state EEG Dynamics Reveals Differences in Network Organization and its Fluctuation between Frequency Bands. | Zink N et al. | β | 2021 | β |
| Resting-state electroencephalographic functional network alterations in major depressive disorder following magnetic seizure therapy. | Hill AT et al. | β | 2021 | β |
| Resting-State Network Alterations Differ between Alzheimer's Disease Atrophy Subtypes. | Rauchmann BS et al. | β | 2021 | β |
| Signal quality as Achilles' heel of graph theory in functional magnetic resonance imaging in multiple sclerosis. | Baijot J et al. | β | 2021 | β |
| Spatial Stability of Functional Networks: A Measure to Assess the Robustness of Graph-Theoretical Metrics to Spatial Errors Related to Brain Parcellation. | Bottino F et al. | β | 2021 | β |
| Super-variants identification for brain connectivity. | Li T et al. | β | 2021 | β |
| Tau and Amyloid Relationships with Resting-state Functional Connectivity in Atypical Alzheimer's Disease. | Sintini I et al. | β | 2021 | β |
| The diagnosis of amnestic mild cognitive impairment by combining the characteristics of brain functional network and support vector machine classifier. | Li X et al. | β | 2021 | β |
| Within node connectivity changes, not simply edge changes, influence graph theory measures in functional connectivity studies of the brain. | Luo W et al. | β | 2021 | β |
| 3D-Deep Learning Based Automatic Diagnosis of Alzheimer's Disease with Joint MMSE Prediction Using Resting-State fMRI. | Duc NT et al. | β | 2020 | β |
| Abnormal Anatomical Rich-Club Organization and Structural-Functional Coupling in Mild Cognitive Impairment and Alzheimer's Disease. | Cao R et al. | β | 2020 | β |
| A Brain Network Constructed on an L1-Norm Regression Model Is More Sensitive in Detecting Small World Network Changes in Early AD. | Liu H et al. | β | 2020 | β |
| Alteration of the Intra- and Inter-Lobe Connectivity of the Brain Structural Network in Normal Aging. | Jao CW et al. | β | 2020 | β |
| Alterations in the whole brain network organization after prenatal ethanol exposure. | Tang S et al. | β | 2020 | β |
| Altered topological organization of functional brain networks in drug-naive patients with paroxysmal kinesigenic dyskinesia. | Zhang Y et al. | β | 2020 | β |
| Alzheimer's disease, mild cognitive impairment, and normal aging distinguished by multi-modal parcellation and machine learning. | Sheng J et al. | β | 2020 | β |
| Brain connectivity during Alzheimer's disease progression and its cognitive impact in a transgenic rat model. | MuΓ±oz-Moreno E et al. | β | 2020 | β |
| Brain network similarity: methods and applications. | Mheich A et al. | β | 2020 | β |
| COMPENSATORY BRAIN CONNECTION DISCOVERY IN ALZHEIMER'S DISEASE. | Aganj I et al. | β | 2020 | β |
| DesigningΒ weightedΒ correlationΒ kernelsΒ inΒ convolutional neural networks for functional connectivity based brain disease diagnosis. | Jie B et al. | β | 2020 | β |
| Detecting cognitive impairment in HIV-infected individuals using mutual connectivity analysis of resting state functional MRI. | Abidin AZ et al. | β | 2020 | β |
| Disrupted Time-Dependent and Functional Connectivity Brain Network in Alzheimer's Disease: A Resting-State fMRI Study Based on Visibility Graph. | Gao Z et al. | β | 2020 | β |
| Distance disintegration delineates the brain connectivity failure of Alzheimer's disease. | Costumero V et al. | β | 2020 | β |
| Dysfunction of the Blood-Brain Barrier-A Key Step in Neurodegeneration and Dementia. | Noe CR et al. | β | 2020 | β |
| EEG effective connectivity networks for an attentive task requiring vigilance based on dynamic partial directed coherence. | Xie S et al. | β | 2020 | β |
| ENRICHING STATISTICAL INFERENCES ON BRAIN CONNECTIVITY FOR ALZHEIMER'S DISEASE ANALYSIS VIA LATENT SPACE GRAPH EMBEDDING. | Ma X et al. | β | 2020 | β |
| Estimating c-level partial correlation graphs with application to brain imaging. | Qiu Y et al. | β | 2020 | β |
| Functional connectivity among brain regions affected in Alzheimer's disease is associated with CSF TNF-Ξ± in APOE4 carriers. | Contreras JA et al. | β | 2020 | β |
| Functional interactions in patients with hemianopia: A graph theory-based connectivity study of resting fMRI signal. | Pedersini CA et al. | β | 2020 | β |
| Functional Network Alterations in Patients With Amnestic Mild Cognitive Impairment Characterized Using Functional Near-Infrared Spectroscopy. | Li R et al. | β | 2020 | β |
| Functional-structural relationship in large-scale brain networks of patients with end stage renal disease after kidney transplantation: A longitudinal study. | Chen HJ et al. | β | 2020 | β |
| Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification. | Li Y et al. | β | 2020 | β |
| Gender-Related and Hemispheric Effects in Cortical Thickness-Based Hemispheric Brain Morphological Network. | Choi YH et al. | β | 2020 | β |
| Group Similarity Constraint Functional Brain Network Estimation for Mild Cognitive Impairment Classification. | Gao X et al. | β | 2020 | β |
| Identifying resting-state effective connectivity abnormalities in drug-naΓ―ve major depressive disorder diagnosis via graph convolutional networks. | Jun E et al. | β | 2020 | β |
| Impaired brain network architecture in Cushing's disease based on graph theoretical analysis. | Xu CX et al. | β | 2020 | β |
| Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information. | Sundaram P et al. | β | 2020 | β |
| Interpreting the socio-technical interactions within a wind damage-artificial neural network model for community resilience. | Pilkington SF et al. | β | 2020 | β |
| Longitudinal degradation of the default/salience network axis in symptomatic individuals with elevated amyloid burden. | Schultz AP et al. | β | 2020 | β |
| Machine Learning Methods for Diagnosing Autism Spectrum Disorder and Attention- Deficit/Hyperactivity Disorder Using Functional and Structural MRI: A Survey. | Eslami T et al. | β | 2020 | β |
| Mathematical Models to Shed Light on Amyloid-Beta and Tau Protein Dependent Pathologies in Alzheimer's Disease. | Vosoughi A et al. | β | 2020 | β |
| Modeling functional resting-state brain networks through neural message passing on the human connectome. | Peraza-Goicolea JA et al. | β | 2020 | β |
| Molecular and Imaging Biomarkers in Alzheimer's Disease: A Focus on Recent Insights. | Villa C et al. | β | 2020 | β |
| Network analysis of medical care services. | Niyirora J et al. | β | 2020 | β |
| Relationship between Quality of Life and the Complexity of Default Mode Network in Resting State Functional Magnetic Resonance Image in Down Syndrome. | CarbΓ³-CarretΓ© M et al. | β | 2020 | β |
| Tau pathology in early Alzheimer's disease is linked to selective disruptions in neurophysiological network dynamics. | Kocagoncu E et al. | β | 2020 | β |
| The brain as a complex network: assessment of EEG-based functional connectivity patterns in patients with childhood absence epilepsy. | Leitgeb EP et al. | β | 2020 | β |
| Whole-brain signatures of functional connectivity after bidirectional modulation of the dopaminergic system in mice. | Cruces-Solis H et al. | β | 2020 | β |
| A concise and persistent feature to study brain resting-state network dynamics: Findings from the Alzheimer's Disease Neuroimaging Initiative. | Kuang L et al. | β | 2019 | β |
| A Distance-Based Neurorehabilitation Evaluation Method Using Linear SVM and Resting-State fMRI. | Ge Y et al. | β | 2019 | β |
| Altered Functional Brain Network Integration, Segregation, and Modularity in Infants Born Very Preterm at Term-Equivalent Age. | Bouyssi-Kobar M et al. | β | 2019 | β |
| Altered structural and functional brain network overall organization predict human intertemporal decision-making. | Chen Z et al. | β | 2019 | β |
| Alzheimer's disease and the processing of uncertainty during choice task performance: Executive dysfunction within the Hick-Hyman law. | Korthauer LE et al. | β | 2019 | β |
| A MATLAB toolbox for multivariate analysis of brain networks. | Bahrami M et al. | β | 2019 | β |
| A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework. | Dragomir A et al. | β | 2019 | β |
| A novel joint HCPMMP method for automatically classifying Alzheimer's and different stage MCI patients. | Sheng J et al. | β | 2019 | β |
| A Paradigm for Longitudinal Complex Network Analysis over Patient Cohorts in Neuroscience. | Shappell H et al. | β | 2019 | β |
| Application of Graph Theory for Identifying Connectivity Patterns in Human Brain Networks: A Systematic Review. | Farahani FV et al. | β | 2019 | β |
| Brain Functional Networks in Type 2 Diabetes Mellitus Patients: A Resting-State Functional MRI Study. | Xu J et al. | β | 2019 | β |
| Brain Functional Organization Associated With Language Lateralization. | Wang S et al. | β | 2019 | β |
| Brain network disintegration as a final common pathway for delirium: a systematic review and qualitative meta-analysis. | van Montfort SJT et al. | β | 2019 | β |
| Brain Network Modeling Based on Mutual Information and Graph Theory for Predicting the Connection Mechanism in the Progression of Alzheimer's Disease. | Si S et al. | β | 2019 | β |
| Brain-State Extraction Algorithm Based on the State Transition (BEST): A Dynamic Functional Brain Network Analysis in fMRI Study. | Lee YB et al. | β | 2019 | β |
| Butyrate-Induced In Vitro Colonocyte Differentiation Network Model Identifies ITGB1, SYK, CDKN2A, CHAF1A, and LRP1 as the Prognostic Markers for Colorectal Cancer Recurrence. | Dasgupta N et al. | β | 2019 | β |
| Characterizing and Predicting Autism Spectrum Disorder by Performing Resting-State Functional Network Community Pattern Analysis. | Song Y et al. | β | 2019 | β |
| Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures. | Das A et al. | β | 2019 | β |
| Complexity of Frontal Cortex fNIRS Can Support Alzheimer Disease Diagnosis in Memory and Visuo-Spatial Tests. | Perpetuini D et al. | β | 2019 | β |
| Critical synchronization and 1/f noise in inhibitory/excitatory rich-club neural networks. | Aguilar-VelΓ‘zquez D et al. | β | 2019 | β |
| Density center-based fast clustering of widefield fluorescence imaging of cortical mesoscale functional connectivity and relation to structural connectivity. | Li M et al. | β | 2019 | β |
| Detecting Alzheimer's Disease on Small Dataset: A Knowledge Transfer Perspective. | Li W et al. | β | 2019 | β |
| Deterioration from healthy to mild cognitive impairment and Alzheimer's disease mirrored in corresponding loss of centrality in directed brain networks. | Zhao S et al. | β | 2019 | β |
| Disrupted structural and functional brain networks in Alzheimer's disease. | Dai Z et al. | β | 2019 | β |
| Disrupted structural connectivity of fronto-deep gray matter pathways in progressive supranuclear palsy. | Abos A et al. | β | 2019 | β |
| Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value. | Cai J et al. | β | 2019 | β |
| Electrophysiological evidence of altered facial expressions recognition in Alzheimer's disease: A comprehensive ERP study. | Fide E et al. | β | 2019 | β |
| Emotional consciousness preserved in patients with disorders of consciousness? | Gao J et al. | β | 2019 | β |
| Evaluation of Functional Decline in Alzheimer's Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements. | Qureshi MNI et al. | β | 2019 | β |
| Exact topological inference of the resting-state brain networks in twins. | Chung MK et al. | β | 2019 | β |
| Feature extraction of four-class motor imagery EEG signals based on functional brain network. | Ai Q et al. | β | 2019 | β |
| Functional Brain Network Estimation With Time Series Self-Scrubbing. | Li W et al. | β | 2019 | β |
| Functional Connectivity Changes Across the Spectrum of Subjective Cognitive Decline, Amnestic Mild Cognitive Impairment and Alzheimer's Disease. | Wang Z et al. | β | 2019 | β |
| GABA and glutamate moderate beta-amyloid related functional connectivity in cognitively unimpaired old-aged adults. | Quevenco FC et al. | β | 2019 | β |
| Gray matter structural covariance networks changes along the Alzheimer's disease continuum. | Li K et al. | β | 2019 | β |
| Interactions between sleep disturbances and Alzheimer's disease on brain function: a preliminary study combining the static and dynamic functional MRI. | Li K et al. | β | 2019 | β |
| Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment. | Zhang H et al. | β | 2019 | β |
| Intra- and Inter-Modular Connectivity Alterations in the Brain Structural Network of Spinocerebellar Ataxia Type 3. | Jao CW et al. | β | 2019 | β |
| Intrinsic neurocognitive network connectivity differences between normal aging and mild cognitive impairment are associated with cognitive status and age. | Sullivan MD et al. | β | 2019 | β |
| Machine learning in resting-state fMRI analysis. | Khosla M et al. | β | 2019 | β |
| MultiLink Analysis: Brain Network Comparison via Sparse Connectivity Analysis. | Crimi A et al. | β | 2019 | β |
| Multiparametric graph theoretical analysis reveals altered structural and functional network topology in Alzheimer's disease. | Lin SY et al. | β | 2019 | β |
| NETWORK CLASSIFICATION WITH APPLICATIONS TO BRAIN CONNECTOMICS. | Arroyo ReliΓ³n JD et al. | β | 2019 | β |
| Neural substrates of cognitive reserve in Alzheimer's disease spectrum and normal aging. | Lee DH et al. | β | 2019 | β |
| Neuroimaging Biomarkers for Alzheimer's Disease. | MΓ‘rquez F et al. | β | 2019 | β |
| No relationship between fornix and cingulum degradation and within-network decreases in functional connectivity in prodromal Alzheimer's disease. | Gilligan TM et al. | β | 2019 | β |
| Predicting Alzheimer's disease severity by means of TMS-EEG coregistration. | Bagattini C et al. | β | 2019 | β |
| Resting-State Functional Magnetic Resonance Imaging for Brain Tumor Surgical Planning: Feasibility in Clinical Setting. | Sparacia G et al. | β | 2019 | β |
| Resting state network modularity along the prodromal late onset Alzheimer's disease continuum. | Contreras JA et al. | β | 2019 | β |
| "The effect of tDCS on functional connectivity in primary progressive aphasia" NeuroImage: Clinical, volume 19 (2018), pages 703-715. | Ficek BN et al. | β | 2019 | β |
| [VisConnectome: an independent and graph-theory based software for visualizing the human brain connectome]. | Wang Y et al. | β | 2019 | β |
| Aberrant Connectivity in Mild Cognitive Impairment and Alzheimer Disease Revealed by Multimodal Neuroimaging Data. | Li Q et al. | β | 2018 | β |
| A comprehensive analysis of resting state fMRI measures to classify individual patients with Alzheimer's disease. | de Vos F et al. | β | 2018 | β |
| Altered Functional Network Affects Amyloid and Structural Covariance in Alzheimer's Disease. | Chang YT et al. | β | 2018 | β |
| Altered topology of the functional speech production network in non-fluent/agrammatic variant of PPA. | Mandelli ML et al. | β | 2018 | β |
| A Novel Multimodal MRI Analysis for Alzheimer's Disease Based on Convolutional Neural Network. | Wang Y et al. | β | 2018 | β |
| Associations of Bcl-2 rs956572 genotype groups in the structural covariance network in early-stage Alzheimer's disease. | Chang CC et al. | β | 2018 | β |
| Characteristic patterns of inter- and intra-hemispheric metabolic connectivity in patients with stable and progressive mild cognitive impairment and Alzheimer's disease. | Huang SY et al. | β | 2018 | β |
| Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Normal Controls With Subnetwork Selection and Graph Kernel Principal Component Analysis Based on Minimum Spanning Tree Brain Functional Network. | Cui X et al. | β | 2018 | β |
| Clustering Coefficients for Correlation Networks. | Masuda N et al. | β | 2018 | β |
| Cognitive Reserve Relates to Functional Network Efficiency in Alzheimer's Disease. | Weiler M et al. | β | 2018 | β |
| Default Mode Network Changes in Moyamoya Disease Before and After Bypass Surgery: Preliminary Report. | Sakamoto Y et al. | β | 2018 | β |
| Differentiation of Alzheimer's disease based on local and global parameters in personalized Virtual Brain models. | Zimmermann J et al. | β | 2018 | β |
| Disentangling Multispectral Functional Connectivity With Wavelets. | Billings JCW et al. | β | 2018 | β |
| Disrupted topology of the resting state structural connectome in middle-aged APOE Ξ΅4 carriers. | Korthauer LE et al. | β | 2018 | β |
| Divergent topological networks in Alzheimer's disease: a diffusion kurtosis imaging analysis. | Cheng JX et al. | β | 2018 | β |
| Early brain connectivity alterations and cognitive impairment in a rat model of Alzheimer's disease. | MuΓ±oz-Moreno E et al. | β | 2018 | β |
| Estimating dynamic brain functional networks using multi-subject fMRI data. | Kundu S et al. | β | 2018 | β |
| fMRI classification method with multiple feature fusion based on minimum spanning tree analysis. | Guo H et al. | β | 2018 | β |
| fNIRS measurement of cortical activation and functional connectivity during a visuospatial working memory task. | Baker JM et al. | β | 2018 | β |
| Functional and structural connectome properties in the 5XFAD transgenic mouse model of Alzheimer's disease. | Kesler SR et al. | β | 2018 | β |
| Functional Disconnectivity during Inter-Task Resting State in Dementia with Lewy Bodies. | Chabran E et al. | β | 2018 | β |
| Functional network stability and average minimal distance - A framework to rapidly assess dynamics of functional network representations. | Wu J et al. | β | 2018 | β |
| Functional Re-organization of Cortical Networks of Senior Citizens After a 24-Week Traditional Dance Program. | Zilidou VI et al. | β | 2018 | β |
| Identification of Alzheimer's Disease and Mild Cognitive Impairment Using Networks Constructed Based on Multiple Morphological Brain Features. | Zheng W et al. | β | 2018 | β |
| Impact of Total Knee Arthroplasty with General Anesthesia on Brain Networks: Cognitive Efficiency and Ventricular Volume Predict Functional Connectivity Decline in Older Adults. | Huang H et al. | β | 2018 | β |
| Improving Sparsity and Modularity of High-Order Functional Connectivity Networks for MCI and ASD Identification. | Zhou Y et al. | β | 2018 | β |
| Increased resting-state brain entropy in Alzheimer's disease. | Xue SW et al. | β | 2018 | β |
| Integrating the Local Property and Topological Structure in the Minimum Spanning Tree Brain Functional Network for Classification of Early Mild Cognitive Impairment. | Cui X et al. | β | 2018 | β |
| Integration of temporal and spatial properties of dynamic connectivity networks for automatic diagnosis of brain disease. | Jie B et al. | β | 2018 | β |
| Investigating the Correspondence of Clinical Diagnostic Grouping With Underlying Neurobiological and Phenotypic Clusters Using Unsupervised Machine Learning. | Zhao X et al. | β | 2018 | β |
| Learning Brain Connectivity Sub-networks by Group- Constrained Sparse Inverse Covariance Estimation for Alzheimer's Disease Classification. | Li Y et al. | β | 2018 | β |
| Learning Metabolic Brain Networks in MCI and AD by Robustness and Leave-One-Out Analysis: An FDG-PET Study. | Yao Z et al. | β | 2018 | β |
| Local-Global Parcellation of the Human Cerebral Cortex from Intrinsic Functional Connectivity MRI. | Schaefer A et al. | β | 2018 | β |
| Mapping the structural and functional network architecture of the medial temporal lobe using 7T MRI. | Shah P et al. | β | 2018 | β |
| Metabolic Brain Network Analysis of Hypothyroidism Symptom Based on [<sup>18</sup>F]FDG-PET of Rats. | Wang H et al. | β | 2018 | β |
| Modulation of functional activity and connectivity by acupuncture in patients with Alzheimer disease as measured by resting-state fMRI. | Zheng W et al. | β | 2018 | β |
| Module differences of glucose metabolic brain network among Alzheimer's disease, Parkinson's disease dementia, Lewy body dementia and health control. | Chen D et al. | β | 2018 | β |
| Montreal cognitive assessment reflects cognitive reserve. | Kang JM et al. | β | 2018 | β |
| On the Extraction and Analysis of Graphs From Resting-State fMRI to Support a Correct and Robust Diagnostic Tool for Alzheimer's Disease. | Bachmann C et al. | β | 2018 | β |
| Ordinal Pattern: A New Descriptor for Brain Connectivity Networks. | Zhang D et al. | β | 2018 | β |
| Predicting conversion from MCI to AD by integrating rs-fMRI and structural MRI. | Hojjati SH et al. | β | 2018 | β |
| Predicting how and when hidden neurons skew measured synaptic interactions. | Brinkman BAW et al. | β | 2018 | β |
| Reduced integration and improved segregation of functional brain networks in Alzheimer's disease. | Kabbara A et al. | β | 2018 | β |
| Resting-state connectivity in neurodegenerative disorders: Is there potential for an imaging biomarker? | Hohenfeld C et al. | β | 2018 | β |
| Resting-State Functional Connectivity Predicts Cognitive Impairment Related to Alzheimer's Disease. | Lin Q et al. | β | 2018 | β |
| Sevoflurane reduced functional connectivity of excitatory neurons in prefrontal cortex during working memory performance of aged rats. | Xu X et al. | β | 2018 | β |
| Simultaneous resting-state FDG-PET/fMRI in Alzheimer Disease: Relationship between glucose metabolism and intrinsic activity. | Marchitelli R et al. | β | 2018 | β |
| Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study. | Wang WW et al. | β | 2018 | β |
| Sparse dynamical Boltzmann machine for reconstructing complex networks with binary dynamics. | Chen YZ et al. | β | 2018 | β |
| Study of memory deficit in Alzheimer's disease by means of complexity analysis of fNIRS signal. | Perpetuini D et al. | β | 2018 | β |
| Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis. | Jie B et al. | β | 2018 | β |
| The effect of tDCS on functional connectivity in primary progressive aphasia. | Ficek BN et al. | β | 2018 | β |
| Topological analyses of functional connectomics: A crucial role of global signal removal, brain parcellation, and null models. | Chen X et al. | β | 2018 | β |
| Topological Properties of the Structural Brain Network in Autism via Ο΅-Neighbor Method. | Lee MH et al. | β | 2018 | β |
| Unaltered intrinsic functional brain architecture in young women with primary dysmenorrhea. | Lee LC et al. | β | 2018 | β |
| Weighted Symbolic Dependence Metric (wSDM) for fMRI resting-state connectivity: A multicentric validation for frontotemporal dementia. | Moguilner S et al. | β | 2018 | β |
| Aberrant Functional Connectivity Architecture in Participants with Chronic Insomnia Disorder Accompanying Cognitive Dysfunction: A Whole-Brain, Data-Driven Analysis. | Pang R et al. | β | 2017 | β |
| Ablation as targeted perturbation to rewire communication network of persistent atrial fibrillation. | Tao S et al. | β | 2017 | β |
| Abnormal functional connectivity of the posterior cingulate cortex is associated with depressive symptoms in patients with Alzheimer's disease. | Zhang J et al. | β | 2017 | β |
| Acute Affective Reactivity and Quality of Life in Older Adults with Amnestic Mild Cognitive Impairment: A Functional MRI Study. | Ren P et al. | β | 2017 | β |
| ADAPTIVE TESTING OF SNP-BRAIN FUNCTIONAL CONNECTIVITY ASSOCIATION VIA A MODULAR NETWORK ANALYSIS. | Gao C et al. | β | 2017 | β |
| Altered Functional Brain Connectomes between Sporadic and Familial Parkinson's Patients. | Tang Y et al. | β | 2017 | β |
| Alzheimer's disease: The state of the art in resting-state magnetoencephalography. | Engels MMA et al. | β | 2017 | β |
| Analysis of Resting-State fMRI Topological Graph Theory Properties in Methamphetamine Drug Users Applying Box-Counting Fractal Dimension. | Siyah Mansoory M et al. | β | 2017 | β |
| Angiotensin II, hypertension and angiotensin II receptor antagonism: Roles in the behavioural and brain pathology of a mouse model of Alzheimer's disease. | Wiesmann M et al. | β | 2017 | β |
| A novel individual-level morphological brain networks constructing method and its evaluation in PET and MR images. | Jiang J et al. | β | 2017 | β |
| A Pilot Study on Brain Plasticity of Functional Connectivity Modulated by Cognitive Training in Mild Alzheimer's Disease and Mild Cognitive Impairment. | Barban F et al. | β | 2017 | β |
| Applications of Resting-State Functional Connectivity to Neurodegenerative Disease. | Zhou J et al. | β | 2017 | β |
| Applications of Resting State Functional MR Imaging to Neuropsychiatric Diseases. | Pearlson GD | β | 2017 | β |
| A Review of Resting-State Analysis Methods. | Azeez AK et al. | β | 2017 | β |
| A Role of the Parasympathetic Nervous System in Cognitive Training. | Lin F et al. | β | 2017 | β |
| Association between resting-state brain network topological organization and creative ability: Evidence from a multiple linear regression model. | Jiao B et al. | β | 2017 | β |
| Association between serotonin denervation and resting-state functional connectivity in mild cognitive impairment. | Barrett FS et al. | β | 2017 | β |
| Biological Relevance of Network Architecture. | Gkigkitzis I et al. | β | 2017 | β |
| Brain Activity and Functional Connectivity Associated with Hypnosis. | Jiang H et al. | β | 2017 | β |
| Brain network changes and memory decline in aging. | Beason-Held LL et al. | β | 2017 | β |
| Brain network connectivity differs in early-onset neurodegenerative dementia. | Filippi M et al. | β | 2017 | β |
| Can a Resting-State Functional Connectivity Index Identify Patients with Alzheimer's Disease and Mild Cognitive Impairment Across Multiple Sites? | Onoda K et al. | β | 2017 | β |
| Cognitive control related network analysis: A novel way to measure neuron fiber connection of Alzheimer's disease. | Changle Zhang et al. | β | 2017 | β |
| Cognitive dysfunction in major depression and Alzheimer's disease is associated with hippocampal-prefrontal cortex dysconnectivity. | Sampath D et al. | β | 2017 | β |
| Connectivity strength-weighted sparse group representation-based brain network construction for MCI classification. | Yu R et al. | β | 2017 | β |
| Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease. | Munilla J et al. | β | 2017 | β |
| Controllability Analysis of the Neural Mass Model with Dynamic Parameters. | Liu X et al. | β | 2017 | β |
| Degree-based statistic and center persistency for brain connectivity analysis. | Yoo K et al. | β | 2017 | β |
| Directed Functional Networks in Alzheimer's Disease: Disruption of Global and Local Connectivity Measures. | Afshari S et al. | β | 2017 | β |
| Disrupted functional connectome in antisocial personality disorder. | Jiang W et al. | β | 2017 | β |
| Disrupted resting-state brain network properties in obesity: decreased global and putaminal cortico-striatal network efficiency. | Baek K et al. | β | 2017 | β |
| Frequency-Dependent Altered Functional Connections of Default Mode Network in Alzheimer's Disease. | Li Y et al. | β | 2017 | β |
| Functional brain imaging in neuropsychology over the past 25 years. | Roalf DR et al. | β | 2017 | β |
| Functional Disintegration of the Default Mode Network in Prodromal Alzheimer's Disease. | Dillen KNH et al. | β | 2017 | β |
| Fusion of High-Order and Low-Order Effective Connectivity Networks for MCI Classification. | Li Y et al. | β | 2017 | β |
| Genetic effect of interleukin-1 beta (C-511T) polymorphism on the structural covariance network and white matter integrity in Alzheimer's disease. | Huang CW et al. | β | 2017 | β |
| Graph analysis of structural brain networks in Alzheimer's disease: beyond small world properties. | John M et al. | β | 2017 | β |
| Graph theoretical approach to functional connectivity in prefrontal cortex via fNIRS. | Einalou Z et al. | β | 2017 | β |
| Graph Theory and Brain Connectivity in Alzheimer's Disease. | delEtoile J et al. | β | 2017 | β |
| High-dimensional tests for functional networks of brain anatomic regions. | Xie J et al. | β | 2017 | β |
| Hypertension, cerebrovascular impairment, and cognitive decline in aged AΞ²PP/PS1 mice. | Wiesmann M et al. | β | 2017 | β |
| Locating Temporal Functional Dynamics of Visual Short-Term Memory Binding using Graph Modular Dirichlet Energy. | Smith K et al. | β | 2017 | β |
| Loss of brain graph network efficiency in alcohol dependence. | Sjoerds Z et al. | β | 2017 | β |
| Machine Learning Classification Combining Multiple Features of A Hyper-Network of fMRI Data in Alzheimer's Disease. | Guo H et al. | β | 2017 | β |
| Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network. | Guo H et al. | β | 2017 | β |
| Multilayer modeling and analysis of human brain networks. | De Domenico M | β | 2017 | β |
| Network Disruption in the Preclinical Stages of Alzheimer's Disease: From Subjective Cognitive Decline to Mild Cognitive Impairment. | LΓ³pez-Sanz D et al. | β | 2017 | β |
| Partial volume correction for PET quantification and its impact on brain network in Alzheimer's disease. | Yang J et al. | β | 2017 | β |
| Predicting conversion from MCI to AD using resting-state fMRI, graph theoretical approach and SVM. | Hojjati SH et al. | β | 2017 | β |
| Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification. | Li W et al. | β | 2017 | β |
| Scale-integrated Network Hubs of the White Matter Structural Network. | Kwon H et al. | β | 2017 | β |
| Screening of autism based on task-free fMRI using graph theoretical approach. | Sadeghi M et al. | β | 2017 | β |
| Selective impairment of hippocampus and posterior hub areas in Alzheimer's disease: an MEG-based multiplex network study. | Yu M et al. | β | 2017 | β |
| Synaptic degeneration and neurogranin in the pathophysiology of Alzheimer's disease. | Lista S et al. | β | 2017 | β |
| Tackling variability: A multicenter study to provide a gold-standard network approach for frontotemporal dementia. | SedeΓ±o L et al. | β | 2017 | β |
| Task-linked Diurnal Brain Network Reorganization in Older Adults: A Graph Theoretical Approach. | Anderson JA et al. | β | 2017 | β |
| The Virtual Trial. | de Haan W | β | 2017 | β |
| Topological Filtering of Dynamic Functional Brain Networks Unfolds Informative Chronnectomics: A Novel Data-Driven Thresholding Scheme Based on Orthogonal Minimal Spanning Trees (OMSTs). | Dimitriadis SI et al. | β | 2017 | β |
| Aberrant topographical organization of the default mode network underlying the cognitive impairment of remitted late-onset depression. | Yin Y et al. | β | 2016 | β |
| A depression network of functionally connected regions discovered via multi-attribute canonical correlation graphs. | Kang J et al. | β | 2016 | β |
| Altered brain functional networks in people with Internet gaming disorder: Evidence from resting-state fMRI. | Wang L et al. | β | 2016 | β |
| Altered Gray Matter Structural Covariance Networks in Early Stages of Alzheimer's Disease. | Montembeault M et al. | β | 2016 | β |
| Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory. | Gomez C et al. | β | 2016 | β |
| An Investigation of the Differences and Similarities between Generated Small-World Networks for Right- and Left-Hand Motor Imageries. | Zhang J et al. | β | 2016 | β |
| A Novel Brain Network Construction Method for Exploring Age-Related Functional Reorganization. | Li W et al. | β | 2016 | β |
| Application of advanced machine learning methods on resting-state fMRI network for identification of mild cognitive impairment and Alzheimer's disease. | Khazaee A et al. | β | 2016 | β |
| Automatic classification of 6-month-old infants at familial risk for language-based learning disorder using a support vector machine. | Zare M et al. | β | 2016 | β |
| Benefit of interleaved practice of motor skills is associated with changes in functional brain network topology that differ between younger and older adults. | Lin CH et al. | β | 2016 | β |
| Brain Network Organization and Social Executive Performance in Frontotemporal Dementia. | SedeΓ±o L et al. | β | 2016 | β |
| Brain neural synchronization and functional coupling in Alzheimer's disease as revealed by resting state EEG rhythms. | Babiloni C et al. | β | 2016 | β |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction. | Zhang Z et al. | β | 2016 | β |
| Clinical Resting-state fMRI in the Preoperative Setting: Are We Ready for Prime Time? | Lee MH et al. | β | 2016 | β |
| Cognitive and Neural Effects of Vision-Based Speed-of-Processing Training in Older Adults with Amnestic Mild Cognitive Impairment: A Pilot Study. | Lin F et al. | β | 2016 | β |
| Comparison of ApoE-related brain connectivity differences in early MCI and normal aging populations: an fMRI study. | McKenna F et al. | β | 2016 | β |
| Connectivity-Based Brain Parcellation: A Connectivity-Based Atlas for Schizophrenia Research. | Wang Q et al. | β | 2016 | β |
| Consciousness, cognition and brain networks: New perspectives. | Aldana EM et al. | β | 2016 | β |
| Decreased functional connectivity density in pain-related brain regions of female migraine patients without aura. | Gao Q et al. | β | 2016 | β |
| Deep Brain Stimulation of the Fornix: Engaging Therapeutic Circuits and Networks in Alzheimer Disease. | Rowland NC et al. | β | 2016 | β |
| Detection of functional brain network reconfiguration during task-driven cognitive states. | Telesford QK et al. | β | 2016 | β |
| Development of Network Synchronization Predicts Language Abilities. | Doesburg SM et al. | β | 2016 | β |
| Diagnosis of Autism Spectrum Disorders Using Temporally Distinct Resting-State Functional Connectivity Networks. | Wee CY et al. | β | 2016 | β |
| Different functional connectivity and network topology in behavioral variant of frontotemporal dementia and Alzheimer's disease: an EEG study. | Yu M et al. | β | 2016 | β |
| Differential Effects of APOE Genotypes on the Anterior and Posterior Subnetworks of Default Mode Network in Amnestic Mild Cognitive Impairment. | Yuan B et al. | β | 2016 | β |
| Diffusion tensor imaging and functional MRI. | Filippi M et al. | β | 2016 | β |
| Effects of Beta-Amyloid on Resting State Functional Connectivity Within and Between Networks Reflect Known Patterns of Regional Vulnerability. | Elman JA et al. | β | 2016 | β |
| Exploring Patterns of Alteration in Alzheimer's Disease Brain Networks: A Combined Structural and Functional Connectomics Analysis. | Palesi F et al. | β | 2016 | β |
| Functional Brain Networks Are Altered in Type 2 Diabetes and Prediabetes: Signs for Compensation of Cognitive Decrements? The Maastricht Study. | van Bussel FC et al. | β | 2016 | β |
| Functional Brain Networks: Does the Choice of Dependency Estimator and Binarization Method Matter? | Jalili M | β | 2016 | β |
| Functional connectivity assessed by resting state EEG correlates with cognitive decline of Alzheimer's disease - An eLORETA study. | Hata M et al. | β | 2016 | β |
| Functional magnetic resonance imaging. | Buchbinder BR | β | 2016 | β |
| Genetic variants in Alzheimer disease - molecular and brain network approaches. | Gaiteri C et al. | β | 2016 | β |
| Graph theoretical analysis reveals the reorganization of the brain network pattern in primary open angle glaucoma patients. | Wang J et al. | β | 2016 | β |
| Gray matter network disruptions and amyloid beta in cognitively normal adults. | Tijms BM et al. | β | 2016 | β |
| Hyper-connectivity of functional networks for brain disease diagnosis. | Jie B et al. | β | 2016 | β |
| Identifying the Alteration Patterns of Brain Functional Connectivity in Progressive Mild Cognitive Impairment Patients: A Longitudinal Whole-Brain Voxel-Wise Degree Analysis. | Deng Y et al. | β | 2016 | β |
| Inter-hemispheric functional dysconnectivity mediates the association of corpus callosum degeneration with memory impairment in AD and amnestic MCI. | Qiu Y et al. | β | 2016 | β |
| Intrinsic connectivity of neural networks in the awake rabbit. | Schroeder MP et al. | β | 2016 | β |
| Large-scale intrinsic functional network organization along the long axis of the human medial temporal lobe. | Qin S et al. | β | 2016 | β |
| Learning Discriminative Bayesian Networks from High-Dimensional Continuous Neuroimaging Data. | Zhou L et al. | β | 2016 | β |
| Localizing Sources of Brain Disease Progression with Network Diffusion Model. | Hu C et al. | β | 2016 | β |
| Longitudinal Alteration of Intrinsic Brain Activity in the Striatum in Mild Cognitive Impairment. | Ren P et al. | β | 2016 | β |
| Mapping Multiplex Hubs in Human Functional Brain Networks. | De Domenico M et al. | β | 2016 | β |
| Matched signal detection on graphs: Theory and application to brain imaging data classification. | Hu C et al. | β | 2016 | β |
| Measuring Cortical Connectivity in Alzheimer's Disease as a Brain Neural Network Pathology: Toward Clinical Applications. | Teipel S et al. | β | 2016 | β |
| Memory-Efficient Analysis of Dense Functional Connectomes. | Loewe K et al. | β | 2016 | β |
| Network analysis of functional brain connectivity in borderline personality disorder using resting-state fMRI. | Xu T et al. | β | 2016 | β |
| Network functional connectivity and whole-brain functional connectomics to investigate cognitive decline in neurodegenerative conditions. | Dipasquale O et al. | β | 2016 | β |
| Neural Network Spectral Robustness under Perturbations of the Underlying Graph. | RΔdulescu A | β | 2016 | β |
| Pathoconnectomics of cognitive impairment in small vessel disease: AΒ systematic review. | Dey AK et al. | β | 2016 | β |
| Reconfiguration of parietal circuits with cognitive tutoring in elementary school children. | Jolles D et al. | β | 2016 | β |
| Review on Graph Clustering and Subgraph Similarity Based Analysis of Neurological Disorders. | Thomas J et al. | β | 2016 | β |
| Self, cortical midline structures and the resting state: Implications for Alzheimer's disease. | Weiler M et al. | β | 2016 | β |
| Semiparametric Bayes conditional graphical models for imaging genetics applications. | Kundu S et al. | β | 2016 | β |
| Sevoflurane anesthesia induces neither contextual fear memory impairment nor alterations in local population connectivity of medial prefrontal cortex local field potentials networks in aged rats. | Xu X et al. | β | 2016 | β |
| Simulating the Evolution of Functional Brain Networks in Alzheimer's Disease: Exploring Disease Dynamics from the Perspective of Global Activity. | Li W et al. | β | 2016 | β |
| Sparse temporally dynamic resting-state functional connectivity networks for early MCI identification. | Wee CY et al. | β | 2016 | β |
| State-dependent altered connectivity in late-life depression: a functional near-infrared spectroscopy study. | Rosenbaum D et al. | β | 2016 | β |
| State-space model with deep learning for functional dynamics estimation in resting-state fMRI. | Suk HI et al. | β | 2016 | β |
| Structural connectome disruption at baseline predicts 6-months post-stroke outcome. | Kuceyeski A et al. | β | 2016 | β |
| The segregated connectome of late-life depression: a combined cortical thickness and structural covariance analysis. | Mak E et al. | β | 2016 | β |
| Three Large-Scale Functional Brain Networks from Resting-State Functional MRI in Subjects with Different Levels of Cognitive Impairment. | Joo SH et al. | β | 2016 | β |
| Time-dependence of graph theory metrics in functional connectivity analysis. | Chiang S et al. | β | 2016 | β |
| Topographical Information-Based High-Order Functional Connectivity and Its Application in Abnormality Detection forΒ Mild Cognitive Impairment. | Zhang H et al. | β | 2016 | β |
| Use of Network Analysis to Establish Neurosurgical Parameters in Gliomas and Epilepsy. | Maesawa S et al. | β | 2016 | β |
| Validation of non-REM sleep stage decoding from resting state fMRI using linear support vector machines. | Altmann A et al. | β | 2016 | β |
| Your perspective and my benefit: multiple lesion models of self-other integration strategies during social bargaining. | Melloni M et al. | β | 2016 | β |
| Aberrant Functional Connectivity Architecture in Alzheimer's Disease and Mild Cognitive Impairment: A Whole-Brain, Data-Driven Analysis. | Zhou B et al. | β | 2015 | β |
| Aberrant white matter networks mediate cognitive impairment in patients with silent lacunar infarcts in basal ganglia territory. | Tang J et al. | β | 2015 | β |
| Advances in Electrophysiological Research. | Kamarajan C et al. | β | 2015 | β |
| Altered intrinsic functional coupling between core neurocognitive networks in Parkinson's disease. | Putcha D et al. | β | 2015 | β |
| Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL). | Jiang X et al. | β | 2015 | β |
| A potential biomarker in sports-related concussion: brain functional connectivity alteration of the default-mode network measured with longitudinal resting-state fMRI over thirty days. | Zhu DC et al. | β | 2015 | β |
| Atomic connectomics signatures for characterization and differentiation of mild cognitive impairment. | Ou J et al. | β | 2015 | β |
| Ca2+ dysregulation in the endoplasmic reticulum related to Alzheimer's disease: A review on experimental progress and computational modeling. | Liang J et al. | β | 2015 | β |
| Change of Brain Functional Connectivity in Patients With Spinal Cord Injury: Graph Theory Based Approach. | Min YS et al. | β | 2015 | β |
| Changes in brain network efficiency and working memory performance in aging. | Stanley ML et al. | β | 2015 | β |
| Cognitive network neuroscience. | Medaglia JD et al. | β | 2015 | β |
| Compromised small-world efficiency of structural brain networks in schizophrenic patients and their unaffected parents. | Yan H et al. | β | 2015 | β |
| Declining functional connectivity and changing hub locations in Alzheimer's disease: an EEG study. | Engels MM et al. | β | 2015 | β |
| Deep brain stimulation for neurodegenerative disease: a computational blueprint using dynamic causal modeling. | Moran R | β | 2015 | β |
| Differential lateralization of hippocampal connectivity reflects features of recent context and ongoing demands: an examination of immediate post-task activity. | Hartzell JF et al. | β | 2015 | β |
| Disrupted brain network topology in pediatric posttraumatic stress disorder: A resting-state fMRI study. | Suo X et al. | β | 2015 | β |
| Divergent brain functional network alterations in dementia with Lewy bodies and Alzheimer's disease. | Peraza LR et al. | β | 2015 | β |
| Dynamics of the connectome in Huntington's disease: A longitudinal diffusion MRI study. | Odish OF et al. | β | 2015 | β |
| Effect of MAOA Genotype on Resting-State Networks in Healthy Participants. | Clemens B et al. | β | 2015 | β |
| Effects of noninvasive brain stimulation on cognitive function in healthy aging and Alzheimer's disease: a systematic review and meta-analysis. | Hsu WY et al. | β | 2015 | β |
| Episodic memory in aspects of large-scale brain networks. | Jeong W et al. | β | 2015 | β |
| Evaluation of resting state networks in patients with gliomas: connectivity changes in the unaffected side and its relation to cognitive function. | Maesawa S et al. | β | 2015 | β |
| Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis. | Ortiz A et al. | β | 2015 | β |
| Factoring the brain signatures of anesthesia concentration and level of arousal across individuals. | Barttfeld P et al. | β | 2015 | β |
| Frequency dependant topological alterations of intrinsic functional connectome in major depressive disorder. | Luo Q et al. | β | 2015 | β |
| Frequency-specific alterations of large-scale functional brain networks in patients with Alzheimer's disease. | Qin YY et al. | β | 2015 | β |
| Functional Neuroimaging: Fundamental Principles and Clinical Applications. | Khanna N et al. | β | 2015 | β |
| Graph theoretic analysis of structural connectivity across the spectrum of Alzheimer's disease: The importance of graph creation methods. | Phillips DJ et al. | β | 2015 | β |
| Grey matter connectivity within and between auditory, language and visual systems in prelingually deaf adolescents. | Li W et al. | β | 2015 | β |
| Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks. | Ozdemir A et al. | β | 2015 | β |
| Highly adaptive tests for group differences in brain functional connectivity. | Kim J et al. | β | 2015 | β |
| Identification of functional networks in resting state fMRI data using adaptive sparse representation and affinity propagation clustering. | Li X et al. | β | 2015 | β |
| Identifying and Mapping Connectivity Patterns of Brain Network Hubs in Alzheimer's Disease. | Dai Z et al. | β | 2015 | β |
| Increased Resting-State Functional Connectivity in the Cingulo-Opercular Cognitive-Control Network after Intervention in Children with Reading Difficulties. | Horowitz-Kraus T et al. | β | 2015 | β |
| Inference of brain pathway activities for Alzheimer's disease classification. | Lee J et al. | β | 2015 | β |
| Investigation of Multiple Frequency Ranges Using Discrete Wavelet Decomposition of Resting-State Functional Connectivity in Mild Traumatic Brain Injury Patients. | Sours C et al. | β | 2015 | β |
| Joint Spectral Decomposition for the Parcellation of the Human Cerebral Cortex Using Resting-State fMRI. | Arslan S et al. | β | 2015 | β |
| Language networks associated with computerized semantic indices. | Pakhomov SV et al. | β | 2015 | β |
| Multimodal analysis of functional and structural disconnection in Alzheimer's disease using multiple kernel SVM. | Dyrba M et al. | β | 2015 | β |
| Multimodal manifold-regularized transfer learning for MCI conversion prediction. | Cheng B et al. | β | 2015 | β |
| Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease. | Kim WH et al. | β | 2015 | β |
| Neural signatures of autism spectrum disorders: insights into brain network dynamics. | Hernandez LM et al. | β | 2015 | β |
| Neurobiology of Alzheimer's Disease: Integrated Molecular, Physiological, Anatomical, Biomarker, and Cognitive Dimensions. | Raskin J et al. | β | 2015 | β |
| Neuropsychological and neuroimaging characteristics of amnestic mild cognitive impairment subtypes: a selective overview. | Li X et al. | β | 2015 | β |
| Nodal centrality of functional network in the differentiation of schizophrenia. | Cheng H et al. | β | 2015 | β |
| Non-monotonic reorganization of brain networks with Alzheimer's disease progression. | Kim H et al. | β | 2015 | β |
| PCC characteristics at rest in 10-year memory decliners. | Bernard C et al. | β | 2015 | β |
| Persistent Homology in Sparse Regression and Its Application to Brain Morphometry. | Chung MK et al. | β | 2015 | β |
| Power spectral density and coherence analysis of Alzheimer's EEG. | Wang R et al. | β | 2015 | β |
| Propagation of pathology through brain networks in neurodegenerative diseases: from molecules to clinical phenotypes. | Agosta F et al. | β | 2015 | β |
| Quantifying the predictive power of resting-state functional connectivity (rs-fc) fMRI for identifying patients with Alzheimer's disease (AD). | Dimitriadis SI | β | 2015 | β |
| Reliability correction for functional connectivity: Theory and implementation. | Mueller S et al. | β | 2015 | β |
| Resting state functional connectivity differences between behavioral variant frontotemporal dementia and Alzheimer's disease. | Hafkemeijer A et al. | β | 2015 | β |
| Resting-state whole-brain functional connectivity networks for MCI classification using L2-regularized logistic regression. | Zhang X et al. | β | 2015 | β |
| Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis. | Suk HI et al. | β | 2015 | β |
| Testing group differences in brain functional connectivity: using correlations or partial correlations? | Kim J et al. | β | 2015 | β |
| The Compression Flow as a Measure to Estimate the Brain Connectivity Changes in Resting State fMRI and 18FDG-PET Alzheimer's Disease Connectomes. | Zippo AG et al. | β | 2015 | β |
| The (in)stability of functional brain network measures across thresholds. | Garrison KA et al. | β | 2015 | β |
| The metabolism hypothesis of Alzheimer's disease: from the concept of central insulin resistance and associated consequences to insulin therapy. | Morgen K et al. | β | 2015 | β |
| The Role of Medical Imaging in the Recharacterization of Mild Traumatic Brain Injury Using Youth Sports as a Laboratory. | Talavage TM et al. | β | 2015 | β |
| Weighted brain networks in disease: centrality and entropy in human immunodeficiency virus and aging. | Thomas JB et al. | β | 2015 | β |
| A functional MRI study of the relationship between naming treatment outcomes and resting state functional connectivity in post-stroke aphasia. | van Hees S et al. | β | 2014 | β |
| Altered brain network modules induce helplessness in major depressive disorder. | Peng D et al. | β | 2014 | β |
| Altered network properties of the fronto-parietal network and the thalamus in impaired consciousness. | Crone JS et al. | β | 2014 | β |
| Altered topological properties of the cortical motor-related network in patients with subcortical stroke revealed by graph theoretical analysis. | Yin D et al. | β | 2014 | β |
| A quantitative neural network approach to understanding aging phenotypes. | Ash JA et al. | β | 2014 | β |
| Assessing dynamics, spatial scale, and uncertainty in task-related brain network analyses. | Stephen EP et al. | β | 2014 | β |
| Atypical resting synchrony in autism spectrum disorder. | Ye AX et al. | β | 2014 | β |
| Changes in whole-brain functional networks and memory performance in aging. | Sala-Llonch R et al. | β | 2014 | β |
| Characteristics of the default mode functional connectivity in normal ageing and Alzheimer's disease using resting state fMRI with a combined approach of entropy-based and graph theoretical measurements. | Toussaint PJ et al. | β | 2014 | β |
| Classification of autism spectrum disorder using supervised learning of brain connectivity measures extracted from synchrostates. | Jamal W et al. | β | 2014 | β |
| Compensating for thalamocortical synaptic loss in Alzheimer's disease. | Abuhassan K et al. | β | 2014 | β |
| Connectome-scale assessments of structural and functional connectivity in MCI. | Zhu D et al. | β | 2014 | β |
| Decoupling function and anatomy in atlases of functional connectivity patterns: language mapping in tumor patients. | Langs G et al. | β | 2014 | β |
| Decreased coherence and functional connectivity of electroencephalograph in Alzheimer's disease. | Wang R et al. | β | 2014 | β |
| Disrupted brain network topology in Parkinson's disease: a longitudinal magnetoencephalography study. | Olde Dubbelink KT et al. | β | 2014 | β |
| Disrupted structural and functional brain connectomes in mild cognitive impairment and Alzheimer's disease. | Dai Z et al. | β | 2014 | β |
| Disruption of functional networks in dyslexia: a whole-brain, data-driven analysis of connectivity. | Finn ES et al. | β | 2014 | β |
| Disruption of resting functional connectivity in Alzheimer's patients and at-risk subjects. | Krajcovicova L et al. | β | 2014 | β |
| Distinguishing patients with Parkinson's disease subtypes from normal controls based on functional network regional efficiencies. | Zhang D et al. | β | 2014 | β |
| Dopamine precursor depletion impairs structure and efficiency of resting state brain functional networks. | Carbonell F et al. | β | 2014 | β |
| Efficiency of a "small-world" brain network depends on consciousness level: a resting-state FMRI study. | Uehara T et al. | β | 2014 | β |
| Exploring the network dynamics underlying brain activity during rest. | Cabral J et al. | β | 2014 | β |
| Fast construction of voxel-level functional connectivity graphs. | Loewe K et al. | β | 2014 | β |
| Frequent and discriminative subnetwork mining for mild cognitive impairment classification. | Fei F et al. | β | 2014 | β |
| Functional brain connectivity using fMRI in aging and Alzheimer's disease. | Dennis EL et al. | β | 2014 | β |
| Functional brain networks and cognitive deficits in Parkinson's disease. | Baggio HC et al. | β | 2014 | β |
| Functional connectivity among spike trains in neural assemblies during rat working memory task. | Xie J et al. | β | 2014 | β |
| Functional connectivity and graph theory in preclinical Alzheimer's disease. | Brier MR et al. | β | 2014 | β |
| Functional disorganization of small-world brain networks in mild Alzheimer's Disease and amnestic Mild Cognitive Impairment: an EEG study using Relative Wavelet Entropy (RWE). | Frantzidis CA et al. | β | 2014 | β |
| Glutamate mediated astrocytic filtering of neuronal activity. | Wallach G et al. | β | 2014 | β |
| Graph analysis of functional brain networks: practical issues in translational neuroscience. | De Vico Fallani F et al. | β | 2014 | β |
| Graph theoretical analysis reveals disrupted topological properties of whole brain functional networks in temporal lobe epilepsy. | Wang J et al. | β | 2014 | β |
| Great expectations: using whole-brain computational connectomics for understanding neuropsychiatric disorders. | Deco G et al. | β | 2014 | β |
| Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification. | Wee CY et al. | β | 2014 | β |
| Highlighting the structure-function relationship of the brain with the Ising model and graph theory. | Das TK et al. | β | 2014 | β |
| How do you feel when you can't feel your body? Interoception, functional connectivity and emotional processing in depersonalization-derealization disorder. | SedeΓ±o L et al. | β | 2014 | β |
| Impaired long distance functional connectivity and weighted network architecture in Alzheimer's disease. | Liu Y et al. | β | 2014 | β |
| Independently outgrowing neurons and geometry-based synapse formation produce networks with realistic synaptic connectivity. | van Ooyen A et al. | β | 2014 | β |
| Integration of network topological and connectivity properties for neuroimaging classification. | Jie B et al. | β | 2014 | β |
| Intrinsic functional component analysis via sparse representation on Alzheimer's disease neuroimaging initiative database. | Jiang X et al. | β | 2014 | β |
| Large-scale plastic changes of the brain network in an animal model of neuropathic pain. | Kim CE et al. | β | 2014 | β |
| Modern network science of neurological disorders. | Stam CJ | β | 2014 | β |
| Network dysfunction in Alzheimer's disease and frontotemporal dementia: implications for psychiatry. | Zhou J et al. | β | 2014 | β |
| Network dysfunction in Alzheimer's disease: refining the disconnection hypothesis. | Brier MR et al. | β | 2014 | β |
| Predicting effective connectivity from resting-state networks in healthy elderly and patients with prodromal Alzheimer's disease. | Neufang S et al. | β | 2014 | β |
| Prediction of freezing of gait using analysis of brain effective connectivity. | Ardi Handojoseno AM et al. | β | 2014 | β |
| Prefrontal transcranial direct current stimulation alters activation and connectivity in cortical and subcortical reward systems: a tDCS-fMRI study. | Weber MJ et al. | β | 2014 | β |
| Preserved high-centrality hubs but efficient network reorganization during eyes-open state compared with eyes-closed resting state: an MEG study. | Jin SH et al. | β | 2014 | β |
| Preserved modular network organization in the sedated rat brain. | D'Souza DV et al. | β | 2014 | β |
| Regional cerebral glucose metabolism and gait speed in healthy community-dwelling older women. | Sakurai R et al. | β | 2014 | β |
| Resolving structural variability in network models and the brain. | Klimm F et al. | β | 2014 | β |
| Resting-state EEG oscillatory dynamics in fragile X syndrome: abnormal functional connectivity and brain network organization. | van der Molen MJ et al. | β | 2014 | β |
| Resting-state functional connectivity abnormalities in first-onset unmedicated depression. | Guo H et al. | β | 2014 | β |
| Resting-state functional MR imaging: a new window to the brain. | Barkhof F et al. | β | 2014 | β |
| Sparse multivariate autoregressive modeling for mild cognitive impairment classification. | Li Y et al. | β | 2014 | β |
| Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging. | Carmeli C et al. | β | 2014 | β |
| Structure and dynamics of functional networks in child-onset schizophrenia. | de Arruda GF et al. | β | 2014 | β |
| Subclass-based multi-task learning for Alzheimer's disease diagnosis. | Suk HI et al. | β | 2014 | β |
| The age-related posterior-anterior shift as revealed by voxelwise analysis of functional brain networks. | McCarthy P et al. | β | 2014 | β |
| The effects of pharmacological treatment on functional brain connectome in obsessive-compulsive disorder. | Shin DJ et al. | β | 2014 | β |
| The relevance of short-range fibers to cognitive efficiency and brain activation in aging and dementia. | Gao J et al. | β | 2014 | β |
| Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification. | Jie B et al. | β | 2014 | β |
| Whole cortical and default mode network mean functional connectivity as potential biomarkers for mild Alzheimer's disease. | Balthazar ML et al. | β | 2014 | β |
| Aberrant functional organization within and between resting-state networks in AD. | Song J et al. | β | 2013 | β |
| Aging brain from a network science perspective: something to be positive about? | Voss MW et al. | β | 2013 | β |
| A hybrid CPU-GPU accelerated framework for fast mapping of high-resolution human brain connectome. | Wang Y et al. | β | 2013 | β |
| Altered brain structural connectivity in post-traumatic stress disorder: a diffusion tensor imaging tractography study. | Long Z et al. | β | 2013 | β |
| Altered oscillation and synchronization of default-mode network activity in mild Alzheimer's disease compared to mild cognitive impairment: an electrophysiological study. | Hsiao FJ et al. | β | 2013 | β |
| Altered resting state brain networks in Parkinson's disease. | GΓΆttlich M et al. | β | 2013 | β |
| Altered topological patterns of large-scale brain functional networks during passive hyperthermia. | Qian S et al. | β | 2013 | β |
| Alzheimer's disease: connecting findings from graph theoretical studies of brain networks. | Tijms BM et al. | β | 2013 | β |
| Amnestic mild cognitive impairment: topological reorganization of the default-mode network. | Wang L et al. | β | 2013 | β |
| An abnormal resting-state functional brain network indicates progression towards Alzheimer's disease. | Xiang J et al. | β | 2013 | β |
| Anatomical brain networks on the prediction of abnormal brain states. | Iturria-Medina Y | β | 2013 | β |
| An exploration of graph metric reproducibility in complex brain networks. | Telesford QK et al. | β | 2013 | β |
| A sparse structure learning algorithm for Gaussian Bayesian Network identification from high-dimensional data. | Huang S et al. | β | 2013 | β |
| Assessment of system dysfunction in the brain through MRI-based connectomics. | Filippi M et al. | β | 2013 | β |
| A study of brain networks associated with swallowing using graph-theoretical approaches. | Luan B et al. | β | 2013 | β |
| A weighted small world network measure for assessing functional connectivity. | BolaΓ±os M et al. | β | 2013 | β |
| Bimanual motor coordination in older adults is associated with increased functional brain connectivity--a graph-theoretical analysis. | Heitger MH et al. | β | 2013 | β |
| Bottom up modeling of the connectome: linking structure and function in the resting brain and their changes in aging. | Nakagawa TT et al. | β | 2013 | β |
| Brain hyperconnectivity in children with autism and its links to social deficits. | Supekar K et al. | β | 2013 | β |
| Brain network connectivity assessed using graph theory in frontotemporal dementia. | Agosta F et al. | β | 2013 | β |
| Breakdown of brain connectivity between normal aging and Alzheimer's disease: a structural k-core network analysis. | Daianu M et al. | β | 2013 | β |
| Causal effect of disconnection lesions on interhemispheric functional connectivity in rhesus monkeys. | O'Reilly JX et al. | β | 2013 | β |
| Classification of schizophrenia patients based on resting-state functional network connectivity. | Arbabshirani MR et al. | β | 2013 | β |
| Cluster-based statistics for brain connectivity in correlation with behavioral measures. | Han CE et al. | β | 2013 | β |
| Comparing connectivity pattern and small-world organization between structural correlation and resting-state networks in healthy adults. | Hosseini SM et al. | β | 2013 | β |
| Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack. | Atluri G et al. | β | 2013 | β |
| Defining nodes in complex brain networks. | Stanley ML et al. | β | 2013 | β |
| DICCCOL: dense individualized and common connectivity-based cortical landmarks. | Zhu D et al. | β | 2013 | β |
| Disrupted functional brain connectome in individuals at risk for Alzheimer's disease. | Wang J et al. | β | 2013 | β |
| Disrupted topological organization in whole-brain functional networks of heroin-dependent individuals: a resting-state FMRI study. | Jiang G et al. | β | 2013 | β |
| Disturbed resting state EEG synchronization in bipolar disorder: A graph-theoretic analysis. | Kim DJ et al. | β | 2013 | β |
| Dynamic functional connectivity: promise, issues, and interpretations. | Hutchison RM et al. | β | 2013 | β |
| EEG in silent small vessel disease: sLORETA mapping reveals cortical sources of vascular cognitive impairment no dementia in the default mode network. | Sheorajpanday RV et al. | β | 2013 | β |
| Estimation of resting-state functional connectivity using random subspace based partial correlation: a novel method for reducing global artifacts. | Chen T et al. | β | 2013 | β |
| Exploring the brains of Baduk (Go) experts: gray matter morphometry, resting-state functional connectivity, and graph theoretical analysis. | Jung WH et al. | β | 2013 | β |
| Exploring the functional brain network of Alzheimer's disease: based on the computational experiment. | Li Y et al. | β | 2013 | β |
| Fine-granularity functional interaction signatures for characterization of brain conditions. | Hu X et al. | β | 2013 | β |
| From brain topography to brain topology: relevance of graph theory to functional neuroscience. | Minati L et al. | β | 2013 | β |
| Functional cortical hubs in the eyes-closed resting human brain from an electrophysiological perspective using magnetoencephalography. | Jin SH et al. | β | 2013 | β |
| Functional MRI in the investigation of blast-related traumatic brain injury. | Graner J et al. | β | 2013 | β |
| Functional network connectivity in the behavioral variant of frontotemporal dementia. | Filippi M et al. | β | 2013 | β |
| Genetic control of functional brain network efficiency in children. | van den Heuvel MP et al. | β | 2013 | β |
| Glucose metabolism during resting state reveals abnormal brain networks organization in the Alzheimer's disease and mild cognitive impairment. | Sanabria-Diaz G et al. | β | 2013 | β |
| Groupwise whole-brain parcellation from resting-state fMRI data for network node identification. | Shen X et al. | β | 2013 | β |
| Influence of APOE genotype on whole-brain functional networks in cognitively normal elderly. | Seo EH et al. | β | 2013 | β |
| Influence of choice of null network on small-world parameters of structural correlation networks. | Hosseini SM et al. | β | 2013 | β |
| Inhibition of propofol anesthesia on functional connectivity between LFPs in PFC during rat working memory task. | Xu X et al. | β | 2013 | β |
| Intra- and inter-brain synchronization during musical improvisation on the guitar. | MΓΌller V et al. | β | 2013 | β |
| Intrinsic coupling modes: multiscale interactions in ongoing brain activity. | Engel AK et al. | β | 2013 | β |
| Morning-evening variation in human brain metabolism and memory circuits. | Shannon BJ et al. | β | 2013 | β |
| Network hubs in the human brain. | van den Heuvel MP et al. | β | 2013 | β |
| Perturbations of neural circuitry in aging, mild cognitive impairment, and Alzheimer's disease. | Leal SL et al. | β | 2013 | β |
| Predicting cortical ROIs via joint modeling of anatomical and connectional profiles. | Zhang T et al. | β | 2013 | β |
| Response. | Wang X et al. | β | 2013 | β |
| Resting-state fMRI: a review of methods and clinical applications. | Lee MH et al. | β | 2013 | β |
| Sensory and motor secondary symptoms as indicators of brain vulnerability. | Levit-Binnun N et al. | β | 2013 | β |
| Single-subject grey matter graphs in Alzheimer's disease. | Tijms BM et al. | β | 2013 | β |
| Small-worldness and modularity of the resting-state functional brain network decrease with aging. | Onoda K et al. | β | 2013 | β |
| Small-World Properties in Mild Cognitive Impairment and Early Alzheimer's Disease: A Cortical Thickness MRI Study. | Zhou Y et al. | β | 2013 | β |
| Structural connectivity in schizophrenia and its impact on the dynamics of spontaneous functional networks. | Cabral J et al. | β | 2013 | β |
| Structure out of chaos: functional brain network analysis with EEG, MEG, and functional MRI. | van Straaten EC et al. | β | 2013 | β |
| Subcortical connectivity in dementia with Lewy bodies and Alzheimer's disease. | Kenny ER et al. | β | 2013 | β |
| The epilepsies: complex challenges needing complex solutions. | Tejada J et al. | β | 2013 | β |
| The resting-state neurovascular coupling relationship: rapid changes in spontaneous neural activity in the somatosensory cortex are associated with haemodynamic fluctuations that resemble stimulus-evoked haemodynamics. | Bruyns-Haylett M et al. | β | 2013 | β |
| Traumatic brain injury impairs small-world topology. | Pandit AS et al. | β | 2013 | β |
| Voxelwise spectral diffusional connectivity and its applications to Alzheimer's disease and intelligence prediction. | Li J et al. | β | 2013 | β |
| Whole-brain functional networks in cognitively normal, mild cognitive impairment, and Alzheimer's disease. | Seo EH et al. | β | 2013 | β |
| Age-related changes in task related functional network connectivity. | Steffener J et al. | β | 2012 | β |
| Altered functional and structural brain network organization in autism. | Rudie JD et al. | β | 2012 | β |
| Altered resting state complexity in schizophrenia. | Bassett DS et al. | β | 2012 | β |
| Altered resting state functional brain network topology in chemotherapy-treated breast cancer survivors. | Bruno J et al. | β | 2012 | β |
| Altered small-world properties of gray matter networks in breast cancer. | Hosseini SM et al. | β | 2012 | β |
| Alzheimer disease: new concepts on its neurobiology and the clinical role imaging will play. | Jack CR | β | 2012 | β |
| A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. | Mutlu AY et al. | β | 2012 | β |
| A Transfer Learning Approach for Network Modeling. | Huang S et al. | β | 2012 | β |
| Automated semantic indices related to cognitive function and rate of cognitive decline. | Pakhomov SV et al. | β | 2012 | β |
| Can the default-mode network be described with one spatial-covariance network? | Habeck C et al. | β | 2012 | β |
| Constrained sparse functional connectivity networks for MCI classification. | Wee CY et al. | β | 2012 | β |
| Decoding lifespan changes of the human brain using resting-state functional connectivity MRI. | Wang L et al. | β | 2012 | β |
| Decoding subject-driven cognitive states with whole-brain connectivity patterns. | Shirer WR et al. | β | 2012 | β |
| Discriminative analysis of early Alzheimer's disease using multi-modal imaging and multi-level characterization with multi-classifier (M3). | Dai Z et al. | β | 2012 | β |
| Disrupted modular brain dynamics reflect cognitive dysfunction in Alzheimer's disease. | de Haan W et al. | β | 2012 | β |
| Disrupted small-world brain networks in moderate Alzheimer's disease: a resting-state FMRI study. | Zhao X et al. | β | 2012 | β |
| Disrupted topological organization in white matter structural networks in amnestic mild cognitive impairment: relationship to subtype. | Shu N et al. | β | 2012 | β |
| Disruption of functional brain networks in Alzheimer's disease: what can we learn from graph spectral analysis of resting-state magnetoencephalography? | de Haan W et al. | β | 2012 | β |
| Effects of age on the structure of functional connectivity networks during episodic and working memory demand. | MatthΓ€us F et al. | β | 2012 | β |
| EFNS task force: the use of neuroimaging in the diagnosis of dementia. | Filippi M et al. | β | 2012 | β |
| Enhanced functional networks in absolute pitch. | Loui P et al. | β | 2012 | β |
| Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty. | Ryali S et al. | β | 2012 | β |
| Exploring resting-state functional connectivity with total interdependence. | Wen X et al. | β | 2012 | β |
| Focal brain lesions to critical locations cause widespread disruption of the modular organization of the brain. | Gratton C et al. | β | 2012 | β |
| Functional connectivity tracks clinical deterioration in Alzheimer's disease. | Damoiseaux JS et al. | β | 2012 | β |
| Functional MRI of mnemonic networks across the spectrum of normal aging, mild cognitive impairment, and Alzheimer's disease. | Chhatwal JP et al. | β | 2012 | β |
| GAT: a graph-theoretical analysis toolbox for analyzing between-group differences in large-scale structural and functional brain networks. | Hosseini SM et al. | β | 2012 | β |
| Hubs of brain functional networks are radically reorganized in comatose patients. | Achard S et al. | β | 2012 | β |
| Insights into multimodal imaging classification of ADHD. | Colby JB et al. | β | 2012 | β |
| Interregional correlations in Parkinson disease and Parkinson-related dementia with resting functional MR imaging. | Seibert TM et al. | β | 2012 | β |
| Intrinsic organization of the anesthetized brain. | Liang Z et al. | β | 2012 | β |
| Investigation of the effective connectivity of resting state networks in Alzheimer's disease: a functional MRI study combining independent components analysis and multivariate Granger causality analysis. | Liu Z et al. | β | 2012 | β |
| Large-scale cortical network properties predict future sound-to-word learning success. | Sheppard JP et al. | β | 2012 | β |
| Loss of intranetwork and internetwork resting state functional connections with Alzheimer's disease progression. | Brier MR et al. | β | 2012 | β |
| Measuring and manipulating brain connectivity with resting state functional connectivity magnetic resonance imaging (fcMRI) and transcranial magnetic stimulation (TMS). | Fox MD et al. | β | 2012 | β |
| Medial prefrontal functional connectivity--relation to memory self-appraisal accuracy in older adults with and without memory disorders. | Ries ML et al. | β | 2012 | β |
| Modeling the outcome of structural disconnection on resting-state functional connectivity. | Cabral J et al. | β | 2012 | β |
| Motor deficits correlate with resting state motor network connectivity in patients with brain tumours. | Otten ML et al. | β | 2012 | β |
| Neocortical-hippocampal dynamics of working memory in healthy and diseased brain states based on functional connectivity. | Poch C et al. | β | 2012 | β |
| Neuroimaging insights into network-based neurodegeneration. | Greicius MD et al. | β | 2012 | β |
| Nicotine increases brain functional network efficiency. | Wylie KP et al. | β | 2012 | β |
| One-year test-retest reliability of intrinsic connectivity network fMRI in older adults. | Guo CC et al. | β | 2012 | β |
| Reorganization of Brain Networks in Aging and Age-related Diseases. | Sun J et al. | β | 2012 | β |
| Resting state fMRI in Alzheimer's disease: beyond the default mode network. | Agosta F et al. | β | 2012 | β |
| Resting-state functional connectivity in late-life depression: higher global connectivity and more long distance connections. | Bohr IJ et al. | β | 2012 | β |
| Resting state functional MRI in Alzheimer's Disease. | Vemuri P et al. | β | 2012 | β |
| State-dependent changes of connectivity patterns and functional brain network topology in autism spectrum disorder. | Barttfeld P et al. | β | 2012 | β |
| Test-retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures. | Braun U et al. | β | 2012 | β |
| The baseline and longitudinal changes of PCC connectivity in mild cognitive impairment: a combined structure and resting-state fMRI study. | Wang Z et al. | β | 2012 | β |
| The brain matures with stronger functional connectivity and decreased randomness of its network. | Smit DJ et al. | β | 2012 | β |
| The default mode network integrity in patients with Parkinson's disease is levodopa equivalent dose-dependent. | Krajcovicova L et al. | β | 2012 | β |
| The organization of physiological brain networks. | Stam CJ et al. | β | 2012 | β |
| The UCLA multimodal connectivity database: a web-based platform for brain connectivity matrix sharing and analysis. | Brown JA et al. | β | 2012 | β |
| Topologically convergent and divergent structural connectivity patterns between patients with remitted geriatric depression and amnestic mild cognitive impairment. | Bai F et al. | β | 2012 | β |
| Understanding the Pathophysiology of Alzheimer's Disease and Mild Cognitive Impairment: A Mini Review on fMRI and ERP Studies. | Yamasaki T et al. | β | 2012 | β |
| Visual analytics of brain networks. | Li K et al. | β | 2012 | β |
| Voxel scale complex networks of functional connectivity in the rat brain: neurochemical state dependence of global and local topological properties. | Schwarz AJ et al. | β | 2012 | β |
| Abnormal small-world architecture of top-down control networks in obsessive-compulsive disorder. | Zhang T et al. | β | 2011 | β |
| Biophysical modulations of functional connectivity. | Peltier SJ et al. | β | 2011 | β |
| Brain Effective Connectivity Modeling for Alzheimer's Disease by Sparse Gaussian Bayesian Network. | Huang S et al. | β | 2011 | β |
| Brain graphs: graphical models of the human brain connectome. | Bullmore ET et al. | β | 2011 | β |
| Classification of Alzheimer disease, mild cognitive impairment, and normal cognitive status with large-scale network analysis based on resting-state functional MR imaging. | Chen G et al. | β | 2011 | β |
| Default network correlations analyzed on native surfaces. | Seibert TM et al. | β | 2011 | β |
| Dementia and the default mode. | Beason-Held LL | β | 2011 | β |
| Detecting overlapped functional clusters in resting state fMRI with Connected Iterative Scan: a graph theory based clustering algorithm. | Yan X et al. | β | 2011 | β |
| Disrupted brain connectivity networks in drug-naive, first-episode major depressive disorder. | Zhang J et al. | β | 2011 | β |
| Effect of resting-state functional MR imaging duration on stability of graph theory metrics of brain network connectivity. | Whitlow CT et al. | β | 2011 | β |
| Effects of brain amyloid deposition and reduced glucose metabolism on the default mode of brain function in normal aging. | Kikuchi M et al. | β | 2011 | β |
| Finding behavioral and network indicators of brain vulnerability. | Levit-Binnun N et al. | β | 2011 | β |
| Functional connectivity hubs in the human brain. | Tomasi D et al. | β | 2011 | β |
| Functional magnetic resonance imaging as a dynamic candidate biomarker for Alzheimer's disease. | Prvulovic D et al. | β | 2011 | β |
| Functional network analysis reveals differences in the semantic priming task. | Schinkel S et al. | β | 2011 | β |
| Functional network disruption in the degenerative dementias. | Pievani M et al. | β | 2011 | β |
| Global Functional Disconnections in Post-anoxic Coma Patient. | Achard S et al. | β | 2011 | β |
| Graph theoretical analysis of functional brain networks: test-retest evaluation on short- and long-term resting-state functional MRI data. | Wang JH et al. | β | 2011 | β |
| Gray matter concentration and effective connectivity changes in Alzheimer's disease: a longitudinal structural MRI study. | Li X et al. | β | 2011 | β |
| Large-scale brain networks and psychopathology: a unifying triple network model. | Menon V | β | 2011 | β |
| Magnetic resonance imaging and graph theoretical analysis of complex brain networks in neuropsychiatric disorders. | Xia M et al. | β | 2011 | β |
| Mapping the Alzheimer's brain with connectomics. | Xie T et al. | β | 2011 | β |
| Minimum spanning tree reflects the alterations of the default mode network during Alzheimer's disease. | CiftΓ§i K | β | 2011 | β |
| Modeling abnormal priming in Alzheimer's patients with a free association network. | Borge-Holthoefer J et al. | β | 2011 | β |
| On the Influence of Amplitude on the Connectivity between Phases. | Daffertshofer A et al. | β | 2011 | β |
| Reorganization of functional networks in mild cognitive impairment. | BuldΓΊ JM et al. | β | 2011 | β |
| Research review: Constraining heterogeneity: the social brain and its development in autism spectrum disorder. | Pelphrey KA et al. | β | 2011 | β |
| Resting bold fMRI differentiates dementia with Lewy bodies vs Alzheimer disease. | Galvin JE et al. | β | 2011 | β |
| Resting-state brain networks: literature review and clinical applications. | Rosazza C et al. | β | 2011 | β |
| Statistical parametric network analysis of functional connectivity dynamics during a working memory task. | Ginestet CE et al. | β | 2011 | β |
| Structural brain networks and neuropsychiatric disorders. | Wen W et al. | β | 2011 | β |
| Structure and function of medial temporal and posteromedial cortices in early Alzheimer's disease. | Miettinen PS et al. | β | 2011 | β |
| The default mode network in healthy aging and Alzheimer's disease. | Mevel K et al. | β | 2011 | β |
| The functional architecture of the infant brain as revealed by resting-state fMRI. | Fransson P et al. | β | 2011 | β |
| The genetics of colored sequence synesthesia: suggestive evidence of linkage to 16q and genetic heterogeneity for the condition. | Tomson SN et al. | β | 2011 | β |
| The non-random brain: efficiency, economy, and complex dynamics. | Sporns O | β | 2011 | β |
| Use of graph theory to evaluate brain networks: a clinical tool for a small world? | Petrella JR | β | 2011 | β |
| Weight-conserving characterization of complex functional brain networks. | Rubinov M et al. | β | 2011 | β |
| Amyloid plaques disrupt resting state default mode network connectivity in cognitively normal elderly. | Sheline YI et al. | β | 2010 | β |
| A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data. | Tripoliti EE et al. | β | 2010 | β |
| Clinical applications of resting state functional connectivity. | Fox MD et al. | β | 2010 | β |
| Comparing brain networks of different size and connectivity density using graph theory. | van Wijk BC et al. | β | 2010 | β |
| Comparison of characteristics between region-and voxel-based network analyses in resting-state fMRI data. | Hayasaka S et al. | β | 2010 | β |
| Connectivity Analysis is Essential to Understand Neurological Disorders. | Rowe JB | β | 2010 | β |
| Diffusion tensor tractography reveals abnormal topological organization in structural cortical networks in Alzheimer's disease. | Lo CY et al. | β | 2010 | β |
| Disease and the brain's dark energy. | Zhang D et al. | β | 2010 | β |
| Dissociable connectivity within human angular gyrus and intraparietal sulcus: evidence from functional and structural connectivity. | Uddin LQ et al. | β | 2010 | β |
| Divergent network connectivity changes in behavioural variant frontotemporal dementia and Alzheimer's disease. | Zhou J et al. | β | 2010 | β |
| Estimating complex cortical networks via surface recordings- a critical note. | Antiqueira L et al. | β | 2010 | β |
| Exploring the brain network: a review on resting-state fMRI functional connectivity. | van den Heuvel MP et al. | β | 2010 | β |
| Functional connectivity: a source of variance in the association between cardiorespiratory fitness and cognition? | Voss MW et al. | β | 2010 | β |
| Graph-based network analysis of resting-state functional MRI. | Wang J et al. | β | 2010 | β |
| Graph theoretical analysis of structural and functional connectivity MRI in normal and pathological brain networks. | Guye M et al. | β | 2010 | β |
| Graph theoretical modeling of brain connectivity. | He Y et al. | β | 2010 | β |
| Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation. | Huang S et al. | β | 2010 | β |
| Loss of 'small-world' networks in Alzheimer's disease: graph analysis of FMRI resting-state functional connectivity. | Sanz-Arigita EJ et al. | β | 2010 | β |
| Mapping Alzheimer's disease progression in 1309 MRI scans: power estimates for different inter-scan intervals. | Hua X et al. | β | 2010 | β |
| Reduced hippocampal CA2, CA3, and dentate gyrus activity in asymptomatic people at genetic risk for Alzheimer's disease. | Suthana NA et al. | β | 2010 | β |
| Relating structural and functional anomalous connectivity in the aging brain via neural mass modeling. | Pons AJ et al. | β | 2010 | β |
| Reproducibility of graph metrics in FMRI networks. | Telesford QK et al. | β | 2010 | β |
| Resting developments: a review of fMRI post-processing methodologies for spontaneous brain activity. | Margulies DS et al. | β | 2010 | β |
| Signatures of Memory: Brain Coactivations during Retrieval Distinguish Correct from Incorrect Recollection. | Mendelsohn A et al. | β | 2010 | β |
| Spontaneous brain activity observed with functional magnetic resonance imaging as a potential biomarker in neuropsychiatric disorders. | Zhou Y et al. | β | 2010 | β |
| Subcortical functional connectivity and verbal episodic memory in healthy elderly--a resting state fMRI study. | Ystad M et al. | β | 2010 | β |
| [The default mode network: cognitive role and pathological disturbances]. | Mevel K et al. | β | 2010 | β |
| The effect and reproducibility of different clinical DTI gradient sets on small world brain connectivity measures. | Vaessen MJ et al. | β | 2010 | β |
| The lesioned brain: still a small-world? | Douw L et al. | β | 2010 | β |
| Using network science to evaluate exercise-associated brain changes in older adults. | Burdette JH et al. | β | 2010 | β |
| Your resting brain CAREs about your risky behavior. | Cox CL et al. | β | 2010 | β |
| Complex brain networks: graph theoretical analysis of structural and functional systems. | Bullmore E et al. | β | 2009 | β |
| Development of large-scale functional brain networks in children. | Supekar K et al. | β | 2009 | β |
| Functional neural network analysis in frontotemporal dementia and Alzheimer's disease using EEG and graph theory. | de Haan W et al. | β | 2009 | β |
| Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease. | Stam CJ et al. | β | 2009 | β |
| Hierarchical functional modularity in the resting-state human brain. | Ferrarini L et al. | β | 2009 | β |
| Hippocampal volumes are important predictors for memory function in elderly women. | Ystad MA et al. | β | 2009 | β |
| Human brain networks in health and disease. | Bassett DS et al. | β | 2009 | β |
| Identification of small world topologies in neural functional connections quantified by phase synchrony measures. | BolaΓ±os ME et al. | β | 2009 | β |
| Network graph analysis of category fluency testing. | Lerner AJ et al. | β | 2009 | β |
| Network inference with confidence from multivariate time series. | Kramer MA et al. | β | 2009 | β |
| Network strategies to understand the aging process and help age-related drug design. | SimkΓ³ GI et al. | β | 2009 | β |
| Neurodegenerative diseases target large-scale human brain networks. | Seeley WW et al. | β | 2009 | β |
| Neuronal networks in Alzheimer's disease. | He Y et al. | β | 2009 | β |
| Synaptic degeneration in Alzheimer's disease. | Arendt T | β | 2009 | β |