OOIR: Observatory of International Research

Papers

(The median citation count of Network Neuroscience is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Dynamic expression of brain functional systems disclosed by fine-scale analysis of edge time series	63
Combining network topology and information theory to construct representative brain networks	58
Parcels and particles: Markov blankets in the brain	47
Graph convolutional network for fMRI analysis based on connectivity neighborhood	44
Dynamic community detection reveals transient reorganization of functional brain networks across a female menstrual cycle	36
Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia	36
Allostasis as a core feature of hierarchical gradients in the human brain	32
Controversies and progress on standardization of large-scale brain network nomenclature	27
Edges in brain networks: Contributions to models of structure and function	26
A unified approach for characterizing static/dynamic connectivity frequency profiles using filter banks	24
Parcellation-induced variation of empirical and simulated brain connectomes at group and subject levels	23
Latent functional connectivity underlying multiple brain states	23
Differential contributions of static and time-varying functional connectivity to human behavior	23
Efficient coding in the economics of human brain connectomics	21
It’s about time: Linking dynamical systems with human neuroimaging to understand the brain	21
The ascending arousal system promotes optimal performance through mesoscale network integration in a visuospatial attentional task	20
Minimum spanning tree analysis of brain networks: A systematic review of network size effects, sensitivity for neuropsychiatric pathology, and disorder specificity	18
Predicting MEG resting-state functional connectivity from microstructural information	18
Gradients of connectivity as graph Fourier bases of brain activity	18
A natural cortical axis connecting the outside and inside of the human brain	18
The R1-weighted connectome: complementing brain networks with a myelin-sensitive measure	17
Applying multilayer analysis to morphological, structural, and functional brain networks to identify relevant dysfunction patterns	16
Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches	16
Structure-function coupling as a correlate and potential biomarker of cognitive impairment in multiple sclerosis	16
Effects of classic psychedelic drugs on turbulent signatures in brain dynamics	15

Multiscale dynamic mean field (MDMF) model relates resting-state brain dynamics with local cortical excitatory–inhibitory neurotransmitter homeostasis	15
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network	14
Multimodal multilayer network centrality relates to executive functioning	13
Braiding Braak and Braak: Staging patterns and model selection in network neurodegeneration	13
Dynamical interactions reconfigure the gradient of cortical timescales	12
Unraveling reproducible dynamic states of individual brain functional parcellation	11
Atypical core-periphery brain dynamics in autism	11
Simplicial and topological descriptions of human brain dynamics	11
Exploratory factor analysis with structured residuals for brain network data	11
Spontaneous eye movements during eyes-open rest reduce resting-state-network modularity by increasing visual-sensorimotor connectivity	11
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle	11
Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	11
Theoretical foundations of studying criticality in the brain	11
Test-retest reliability of regression dynamic causal modeling	11
Network controllability mediates the relationship between rigid structure and flexible dynamics	10
Normalizing the brain connectome for communication through synchronization	10
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity	10
A morphospace of functional configuration to assess configural breadth based on brain functional networks	10
Toward an information theoretical description of communication in brain networks	9
Optimizing network neuroscience computation of individual differences in human spontaneous brain activity for test-retest reliability	9
Regional radiomics similarity networks (R2SNs) in the human brain: Reproducibility, small-world properties and a biological basis	9
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function	9
Empirical evaluation of human fetal fMRI preprocessing steps	9
NeuMapper: A scalable computational framework for multiscale exploration of the brain’s dynamical organization	9
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism	9
Multimodal connectome biomarkers of cognitive and affective dysfunction in the common epilepsies	9
Computerized physical and cognitive training improves the functional architecture of the brain in adults with Down syndrome: A network science EEG study	8
Larger lesion volume in people with multiple sclerosis is associated with increased transition energies between brain states and decreased entropy of brain activity	8
Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures	8
A regression framework for brain network distance metrics	8
Connectomic analysis of Alzheimer’s disease using percolation theory	7
Functional network antagonism and consciousness	7
Infant functional networks are modulated by state of consciousness and circadian rhythm	7
MRI network progression in mesial temporal lobe epilepsy related to healthy brain architecture	7
Improvements in task performance after practice are associated with scale-free dynamics of brain activity	7
The missing role of gray matter in studying brain controllability	7
Thalamocortical contribution to flexible learning in neural systems	7
Predicting longitudinal brain atrophy in Parkinson’s disease using a Susceptible-Infected-Removed agent-based model	7
Feeding the machine: Challenges to reproducible predictive modeling in resting-state connectomics	7
Persistence of information flow: A multiscale characterization of human brain	7
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations	6
Structure supports function: Informing directed and dynamic functional connectivity with anatomical priors	6
Benchmarking functional connectivity by the structure and geometry of the human brain	6
Disruption of large-scale electrophysiological networks in stroke patients with visuospatial neglect	6
Exploring personalized structural connectomics for moderate to severe traumatic brain injury	6
Cytosolic PSD-95 interactor alters functional organization of neural circuits and AMPA receptor signaling independent of PSD-95 binding	6
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways	6
From calcium imaging to graph topology	6
Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference	6
The effect of using group-averaged or individualized brain parcellations when investigating connectome dysfunction in psychosis	6

Constraining functional coactivation with a cluster-based structural connectivity network	6
Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation	5
A transformer model for learning spatiotemporal contextual representation in fMRI data	5
Neuronal classification from network connectivity via adjacency spectral embedding	5
Quantifying brain state transition cost via Schrödinger Bridge	5
Stability and dynamics of a spectral graph model of brain oscillations	5
Classification and prediction of cognitive performance differences in older age based on brain network patterns using a machine learning approach	5
Structure-informed functional connectivity driven by identifiable and state-specific control regions	5
Measures of the coupling between fluctuating brain network organization and heartbeat dynamics	5
The topology, stability, and instability of learning-induced brain network repertoires in schizophrenia	5
Expanding connectomics to the laminar level: A perspective	5
Graph theoretical approach to brain remodeling in multiple sclerosis	4
FiNN: A toolbox for neurophysiological network analysis	4
Temporal Mapper: Transition networks in simulated and real neural dynamics	4
Structural connectome constrained graphical lasso for MEG partial coherence	4
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts	4
Hub overload and failure as a final common pathway in neurological brain network disorders	4
Long-term stability of avalanche scaling and integrative network organization in prefrontal and premotor cortex	4
A mixed-modeling framework for whole-brain dynamic network analysis	4
Altered large-scale brain network interactions associated with HIV infection and error processing	4
Independent contributions of structural and functional connectivity: Evidence from a stroke model	4
Normalization effect of levodopa on hierarchical brain function in Parkinson’s disease	4
NetPlotBrain: A Python package for visualizing networks and brains	4
Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer’s disease	4
Brain signal variability and executive functions across the life span	3
?1 persistent features of the resting-state connectome in healthy subjects	3
Elevating understanding: Linking high-altitude hypoxia to brain aging through EEG functional connectivity and spectral analyses	3
Increased structural connectivity in high schizotypy	3
Functional connectome fingerprinting across the lifespan	3
The role of epidemic spreading in seizure dynamics and epilepsy surgery	3
Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants	3
Sleep spindles in primates: Modeling the effects of distinct laminar thalamocortical connectivity in core, matrix, and reticular thalamic circuits	3
Comparing the stability and reproducibility of brain-behavior relationships found using canonical correlation analysis and partial least squares within the ABCD sample	3
Reconfigurations in brain networks upon awakening from slow wave sleep: Interventions and implications in neural communication	3
Functional coordinates: Modeling interactions between brain regions as points in a function space	3
Adaptive rewiring in nonuniform coupled oscillators	3
Network alignment and similarity reveal atlas-based topological differences in structural connectomes	3
Personality network neuroscience: Promises and challenges on the way toward a unifying framework of individual variability	3
On null models for temporal small-worldness in brain dynamics	3
Response inhibition in premotor cortex corresponds to a complex reshuffle of the mesoscopic information network	3
Intermittent brain network reconfigurations and the resistance to social media influence	3
Similar neural states, but dissimilar decoding patterns for motor control in parietal cortex	2
Static and dynamic functional connectome reveals reconfiguration profiles of whole-brain network across cognitive states	2
Similarity in evoked responses does not imply similarity in macroscopic network states	2
Directed functional and structural connectivity in a large-scale model for the mouse cortex	2
A perturbative approach to study information communication in brain networks	2
A parcellation scheme of mouse isocortex based on reversals in connectivity gradients	2
A multilayer network model of neuron-astrocyte populations in vitro reveals mGluR5 inhibition is protective following traumatic injury	2
Executive functions–based reading training engages the cingulo-opercular and dorsal attention networks	2
Hierarchical organization of spontaneous co-fluctuations in densely sampled individuals using fMRI	2
A novel dynamic network imaging analysis method reveals aging-related fragmentation of cortical networks in mouse	2
An application of neighbourhoods in digraphs to the classification of binary dynamics	2
Can hubs of the human connectome be identified consistently with diffusion MRI?	2
Creativity at rest: Exploring functional network connectivity of creative experts	2
Age differences in functional brain networks associated with loneliness and empathy	2
The unique neural signature of your trip: Functional connectome fingerprints of subjective psilocybin experience	2
Pattern of frustration formation in the functional brain network	2
State-switching and high-order spatiotemporal organization of dynamic functional connectivity are disrupted by Alzheimer’s disease	2
Hyperbolic disc embedding of functional human brain connectomes using resting-state fMRI	2
Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data	2
Functional connectivity–based prediction of global cognition and motor function in riluzole-naive amyotrophic lateral sclerosis patients	2
Functional connectivity of fMRI using differential covariance predicts structural connectivity and behavioral reaction times	2
Morphometric features of drug-resistant essential tremor and recovery after stereotactic radiosurgical thalamotomy	2
Computational approaches to treatment response prediction in major depression using brain activity and behavioral data: A systematic review	2
Structural white matter characteristics for working memory and switching/inhibition in children with reading difficulties: The role of the left superior longitudinal fasciculus	2
The backbone network of dynamic functional connectivity	2
Dynamic rewiring of electrophysiological brain networks during learning	2
Toward stability of dynamic FC estimates in neuroimaging and electrophysiology: Solutions and limits	2
Percolation may explain efficiency, robustness, and economy of the brain	2