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 2020-03-01 to 2024-03-01.)

Article	Citations
Dynamic expression of brain functional systems disclosed by fine-scale analysis of edge time series	50
Combining network topology and information theory to construct representative brain networks	44
Parcels and particles: Markov blankets in the brain	40
Graph convolutional network for fMRI analysis based on connectivity neighborhood	37
Dynamic community detection reveals transient reorganization of functional brain networks across a female menstrual cycle	29
Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia	27
Test-retest reliability of the human functional connectome over consecutive days: identifying highly reliable portions and assessing the impact of methodological choices	24
Differential contributions of static and time-varying functional connectivity to human behavior	22
Allostasis as a core feature of hierarchical gradients in the human brain	22
Parcellation-induced variation of empirical and simulated brain connectomes at group and subject levels	21
Edges in brain networks: Contributions to models of structure and function	20
Clinically feasible brain morphometric similarity network construction approaches with restricted magnetic resonance imaging acquisitions	19
Efficient coding in the economics of human brain connectomics	18
Predicting MEG resting-state functional connectivity from microstructural information	18
A unified approach for characterizing static/dynamic connectivity frequency profiles using filter banks	17
The R1-weighted connectome: complementing brain networks with a myelin-sensitive measure	16
Latent functional connectivity underlying multiple brain states	16
A natural cortical axis connecting the outside and inside of the human brain	15
Multiscale dynamic mean field (MDMF) model relates resting-state brain dynamics with local cortical excitatory–inhibitory neurotransmitter homeostasis	15
It’s about time: Linking dynamical systems with human neuroimaging to understand the brain	14
The ascending arousal system promotes optimal performance through mesoscale network integration in a visuospatial attentional task	14
Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches	14
Brain connectivity during Alzheimer’s disease progression and its cognitive impact in a transgenic rat model	11
Minimum spanning tree analysis of brain networks: A systematic review of network size effects, sensitivity for neuropsychiatric pathology, and disorder specificity	11
Gradients of connectivity as graph Fourier bases of brain activity	11

Normalizing the brain connectome for communication through synchronization	10
Applying multilayer analysis to morphological, structural, and functional brain networks to identify relevant dysfunction patterns	10
Unraveling reproducible dynamic states of individual brain functional parcellation	10
Multimodal multilayer network centrality relates to executive functioning	10
Exploratory factor analysis with structured residuals for brain network data	9
Network controllability mediates the relationship between rigid structure and flexible dynamics	9
Structure-function coupling as a correlate and potential biomarker of cognitive impairment in multiple sclerosis	9
Effects of classic psychedelic drugs on turbulent signatures in brain dynamics	9
Simplicial and topological descriptions of human brain dynamics	9
Dynamical interactions reconfigure the gradient of cortical timescales	9
Toward an information theoretical description of communication in brain networks	9
Spontaneous eye movements during eyes-open rest reduce resting-state-network modularity by increasing visual-sensorimotor connectivity	8
Persistence of information flow: A multiscale characterization of human brain	8
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function	8
Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	8
Braiding Braak and Braak: Staging patterns and model selection in network neurodegeneration	8
Theoretical foundations of studying criticality in the brain	7
The missing role of gray matter in studying brain controllability	7
NeuMapper: A scalable computational framework for multiscale exploration of the brain’s dynamical organization	7
Test-retest reliability of regression dynamic causal modeling	7
Multimodal connectome biomarkers of cognitive and affective dysfunction in the common epilepsies	7
MRI network progression in mesial temporal lobe epilepsy related to healthy brain architecture	7
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism	7
Empirical evaluation of human fetal fMRI preprocessing steps	6
Thalamocortical contribution to flexible learning in neural systems	6
Atypical core-periphery brain dynamics in autism	6
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle	6
Cytosolic PSD-95 interactor alters functional organization of neural circuits and AMPA receptor signaling independent of PSD-95 binding	6
Computerized physical and cognitive training improves the functional architecture of the brain in adults with Down syndrome: A network science EEG study	6
From calcium imaging to graph topology	6
Exploring personalized structural connectomics for moderate to severe traumatic brain injury	6
Connectomic analysis of Alzheimer’s disease using percolation theory	6
Disruption of large-scale electrophysiological networks in stroke patients with visuospatial neglect	6
Benchmarking functional connectivity by the structure and geometry of the human brain	5
Regional radiomics similarity networks (R2SNs) in the human brain: Reproducibility, small-world properties and a biological basis	5
Controversies and progress on standardization of large-scale brain network nomenclature	5
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways	5
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network	5
Predicting longitudinal brain atrophy in Parkinson’s disease using a Susceptible-Infected-Removed agent-based model	5
Optimizing network neuroscience computation of individual differences in human spontaneous brain activity for test-retest reliability	5
Independent contributions of structural and functional connectivity: Evidence from a stroke model	4
A regression framework for brain network distance metrics	4
Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures	4
Infant functional networks are modulated by state of consciousness and circadian rhythm	4
Structure supports function: Informing directed and dynamic functional connectivity with anatomical priors	4
Quantifying brain state transition cost via Schrödinger Bridge	4
Feeding the machine: Challenges to reproducible predictive modeling in resting-state connectomics	4
Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference	4
Classification and prediction of cognitive performance differences in older age based on brain network patterns using a machine learning approach	4
A morphospace of functional configuration to assess configural breadth based on brain functional networks	4

Functional network antagonism and consciousness	3
Constraining functional coactivation with a cluster-based structural connectivity network	3
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations	3
Personality network neuroscience: Promises and challenges on the way toward a unifying framework of individual variability	3
FiNN: A toolbox for neurophysiological network analysis	3
Neuronal classification from network connectivity via adjacency spectral embedding	3
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts	3
Increased structural connectivity in high schizotypy	3
Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation	3
Sleep spindles in primates: Modeling the effects of distinct laminar thalamocortical connectivity in core, matrix, and reticular thalamic circuits	3
Long-term stability of avalanche scaling and integrative network organization in prefrontal and premotor cortex	3
Stability and dynamics of a spectral graph model of brain oscillations	3
Expanding connectomics to the laminar level: A perspective	3
Structural connectome constrained graphical lasso for MEG partial coherence	3
Larger lesion volume in people with multiple sclerosis is associated with increased transition energies between brain states and decreased entropy of brain activity	3
Network alignment and similarity reveal atlas-based topological differences in structural connectomes	3
Normalization effect of levodopa on hierarchical brain function in Parkinson’s disease	3
The topology, stability, and instability of learning-induced brain network repertoires in schizophrenia	3
Graph theoretical approach to brain remodeling in multiple sclerosis	2
Functional connectivity of fMRI using differential covariance predicts structural connectivity and behavioral reaction times	2
Functional coordinates: Modeling interactions between brain regions as points in a function space	2
Structure-informed functional connectivity driven by identifiable and state-specific control regions	2
A multilayer network model of neuron-astrocyte populations in vitro reveals mGluR5 inhibition is protective following traumatic injury	2
Toward stability of dynamic FC estimates in neuroimaging and electrophysiology: Solutions and limits	2
Improvements in task performance after practice are associated with scale-free dynamics of brain activity	2
Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data	2
Altered large-scale brain network interactions associated with HIV infection and error processing	2
Intermittent brain network reconfigurations and the resistance to social media influence	2
Functional connectome fingerprinting across the lifespan	2
Adaptive rewiring in nonuniform coupled oscillators	2
?1 persistent features of the resting-state connectome in healthy subjects	2
Temporal Mapper: Transition networks in simulated and real neural dynamics	2
A transformer model for learning spatiotemporal contextual representation in fMRI data	2
Functional connectivity–based prediction of global cognition and motor function in riluzole-naive amyotrophic lateral sclerosis patients	2
An application of neighbourhoods in digraphs to the classification of binary dynamics	2
The role of epidemic spreading in seizure dynamics and epilepsy surgery	2
Morphometric features of drug-resistant essential tremor and recovery after stereotactic radiosurgical thalamotomy	2
The backbone network of dynamic functional connectivity	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
Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer’s disease	2