Modular Brain Networks

The Elements of Statistical Learning

Hastie, T., Tibshirani, R., & Friedman, J. (2009) · Springer Series in Statistics · doi:10.1007/978-0-387-84858-7 · Cited by 25,970

Fast unfolding of communities in large networks

Blondel, V. D., Guillaume, J.-L., Lambiotte, R., & Lefebvre, E. (2008) · Journal of Statistical Mechanics: Theory and Experiment · doi:10.1088/1742-5468/2008/10/p10008 · Cited by 21,424

Community structure in social and biological networks

Girvan, M., & Newman, M. E. J. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.122653799 · Cited by 15,502

Finding and evaluating community structure in networks

Newman, M. E. J., & Girvan, M. (2004) · Physical Review E · doi:10.1103/physreve.69.026113 · Cited by 13,931

Complex brain networks: graph theoretical analysis of structural and functional systems

Bullmore, E., & Sporns, O. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2575 · Cited by 11,820

Complex network measures of brain connectivity: Uses and interpretations

Rubinov, M., & Sporns, O. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.003 · Cited by 11,522

Community detection in graphs

Fortunato, S. (2010) · Physics Reports · doi:10.1016/j.physrep.2009.11.002 · Cited by 11,293

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

Thomas Yeo, B. T., Krienen, F. M., Sepulcre, J., Sabuncu, M. R., Lashkari, D., Hollinshead, M., Roffman, J. L., Smoller, J. W., Zöllei, L., Polimeni, J. R., et al. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00338.2011 · Cited by 9,182

Distributed hierarchical processing in the primate cerebral cortex

Felleman, D. J., & Van Essen, D. C. (1991) · Cerebral Cortex · doi:10.1093/cercor/1.1.1 · Cited by 7,783

The Modularity of Mind

Fodor, J. A. (1983) · doi:10.7551/mitpress/4737.001.0001 · Cited by 7,734

Dynamic reconfiguration of the functional brain network after musical training in young adults

Li, Q., Wang, X., Wang, S., Xie, Y., Li, X., Xie, Y., & Li, S. (2019) · Brain Structure and Function · doi:10.1007/s00429-019-01867-z · Cited by 32

The brain as a complex network: assessment of EEG‐based functional connectivity patterns in patients with childhood absence epilepsy

Leitgeb, E. P., Šterk, M., Petrijan, T., Gradišnik, P., & Gosak, M. (2020) · Epileptic Disorders · doi:10.1684/epd.2020.1203 · Cited by 34

Concurrent Changes of Brain Functional Connectivity and Motor Variability When Adapting to Task Constraints

Vergotte, G., Perrey, S., Muthuraman, M., Janaqi, S., & Torre, K. (2018) · Frontiers in Physiology · doi:10.3389/fphys.2018.00909 · Cited by 32

Comprehensive computational modelling of the development of mammalian cortical connectivity underlying an architectonic type principle

Beul, S. F., Goulas, A., & Hilgetag, C. C. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006550 · Cited by 31

ADHD symptoms are associated with the modular structure of intrinsic brain networks in a representative sample of healthy adults

Hilger, K., & Fiebach, C. J. (2019) · Network Neuroscience · doi:10.1162/netn_a_00083 · Cited by 31

Estimation of Subgraph Densities in Noisy Networks

Chang, J., Kolaczyk, E. D., & Yao, Q. (2020) · Journal of the American Statistical Association · doi:10.1080/01621459.2020.1778482 · Cited by 31

Frequency-dependent organization of the brain’s functional network through delayed-interactions

Ziaeemehr, A., Zarei, M., Valizadeh, A., & Mirasso, C. R. (2020) · Neural Networks · doi:10.1016/j.neunet.2020.08.003 · Cited by 31

A Comprehensive Analysis of Multilayer Community Detection Algorithms for Application to EEG-Based Brain Networks

Puxeddu, M. G., Petti, M., & Astolfi, L. (2021) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2021.624183 · Cited by 32

Multi-modal and multi-subject modular organization of human brain networks

Puxeddu, M. G., Faskowitz, J., Sporns, O., Astolfi, L., & Betzel, R. F. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119673 · Cited by 31

Neuronal Cultures: Exploring Biophysics, Complex Systems, and Medicine in a Dish

Soriano, J. (2023) · Biophysica · doi:10.3390/biophysica3010012 · Cited by 33

Homophilic wiring principles underpin neuronal network topology in vitro

Akarca, D., Dunn, A. W., Hornauer, P., Ronchi, S., Michele, F., Wang, C., Terrigno, M., Jagasia, R., Vértes, P. E., Mierau, S. B., et al. (2025) · eLife · doi:10.7554/elife.85300 · Cited by 31

Stimulus Dependent Dynamic Reorganization of the Human Face Processing Network

Rosenthal, G., Sporns, O., & Avidan, G. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw279 · Cited by 33

Space-independent community and hub structure of functional brain networks

Esfahlani, F. Z., Bertolero, M. A., Bassett, D. S., & Betzel, R. F. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116612 · Cited by 32

Linking brain network reconfiguration and intelligence: Are we there yet?

Girn, M., Mills, C., & Kalina Christoff, A. (2019) · Trends in Neuroscience and Education · doi:10.1016/j.tine.2019.04.001 · Cited by 29

The Altered Reconfiguration Pattern of Brain Modular Architecture Regulates Cognitive Function in Cerebral Small Vessel Disease

Liu, R., Chen, H., Qin, R., Gu, Y., Chen, X., Zou, J., Jiang, Y., Li, W., Bai, F., Zhang, B., et al. (2019) · Frontiers in Neurology · doi:10.3389/fneur.2019.00324 · Cited by 31

Mapping neurotransmitter systems to the structural and functional organization of the human neocortexPreprint

Hansen, J. Y., Shafiei, G., Markello, R. D., Smart, K. A., Cox, S. M. L., Wu, Y., Gallezot, J., Aumont, É., Servaes, S., Scala, S. G., et al. (2022) · Research Square · doi:10.21203/rs.3.rs-1040925/v1 · Cited by 30

Age-related differences in prefrontal-hippocampal connectivity are associated with reduced spatial context memory.

Ankudowich, E., Pasvanis, S., & Rajah, M. N. (2019) · Psychology and Aging · doi:10.1037/pag0000310 · Cited by 29

The connectome

Sporns, O. (2020) · doi:10.1093/med/9780198713005.003.0013 · Cited by 29

Global brain c-Fos profiling reveals major functional brain networks rearrangements after alcohol reexposure

Stefaniuk, M., Pawłowska, M., Barański, M., Nowicka, K., Zieliński, Z., Bijoch, Ł., Legutko, D., Majka, P., Bednarek, S., Jermakow, N., et al. (2023) · Neurobiology of Disease · doi:10.1016/j.nbd.2023.106006 · Cited by 29

Large-Scale Network Connectivity and Cognitive Function Changes After Exercise Training in Older Adults with Intact Cognition and Mild Cognitive Impairment

Won, J., Nielson, K. A., & Smith, J. C. (2023) · Journal of Alzheimer s Disease Reports · doi:10.3233/adr-220062 · Cited by 34

Functional modular architecture underlying attentional control in aging

Monge, Z. A., Geib, B. R., Siciliano, R. E., Packard, L. E., Tallman, C. W., & Madden, D. J. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.05.002 · Cited by 28

Cortical Thickness and Surface Area Networks in Healthy Aging, Alzheimer’s Disease and Behavioral Variant Fronto-Temporal Dementia

Vuksanović, V., Staff, R. T., Ahearn, T. S., Murray, A. D., & Wischik, C. M. (2018) · International Journal of Neural Systems · doi:10.1142/s0129065718500557 · Cited by 31

Linear Dynamics and Control of Brain Networks

Kim, J. Z., & Bassett, D. S. (2020) · Springer eBooks · doi:10.1007/978-3-030-43395-6_17 · Cited by 31

Multivariate graph learning for detecting aberrant connectivity of dynamic brain networks in autism

Aggarwal, P., & Gupta, A. (2019) · Medical Image Analysis · doi:10.1016/j.media.2019.05.007 · Cited by 30

Connectome development and a novel extension to the neurodevelopmental model of schizophrenia

Collin, G., & Keshavan, M. S. (2018) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2018.20.2/gcollin · Cited by 29

Theta Burst Stimulation of the Precuneus Modulates Resting State Connectivity in the Left Temporal Pole

Mancini, M., Mastropasqua, C., Bonnì, S., Ponzo, V., Cercignani, M., Conforto, S., Koch, G., & Bozzali, M. (2017) · Brain Topography · doi:10.1007/s10548-017-0559-x · Cited by 29

Spatiotemporal Network Markers of Individual Variability in the Human Functional Connectome

Peña-Gómez, C., Avena‐Koenigsberger, A., Sepulcre, J., & Sporns, O. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx170 · Cited by 33

Non-assortative community structure in resting and task-evoked functional brain networksPreprint

Betzel, R. F., Bertolero, M. A., & Bassett, D. S. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/355016 · Cited by 29

Functional modular organization unfolded by chimera-like dynamics in a large-scale brain network model

Liu, Z., Ying, Y., & Wang, Q. (2022) · Science China Technological Sciences · doi:10.1007/s11431-022-2025-0 · Cited by 28

Spatial complexity of brain signal is altered in patients with generalized anxiety disorder

Wang, Y., Wang, X., Ye, L., Yang, Q., Cui, Q., He, Z., Li, L., Yang, X., Zou, Q., Yang, P., et al. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.12.107 · Cited by 28

Detecting modular brain states in rest and task

Kabbara, A., Khalil, M. A., O’Neill, G. C., Dujardin, K., Traboulsi, Y. E., Wendling, F., & Hassan, M. (2019) · Network Neuroscience · doi:10.1162/netn_a_00090 · Cited by 31

The human connectome from an evolutionary perspective

Ardesch, D. J., Scholtens, L. H., & van den Heuvel, M. P. (2019) · Progress in brain research · doi:10.1016/bs.pbr.2019.05.004 · Cited by 33

Role of modularity in self-organization dynamics in biological networks

Siebert, B. A., Hall, C. L., Gleeson, J. P., & Asllani, M. (2020) · Physical review. E · doi:10.1103/physreve.102.052306 · Cited by 28

Frontoparietal structural properties mediate adult life span differences in executive function

Yao, Z., Yang, M., Hwang, K., & Hsieh, S. (2020) · Scientific Reports · doi:10.1038/s41598-020-66083-w · Cited by 29

Aberrant brain network topology in the frontoparietal-limbic circuit in bipolar disorder: a graph-theory study

Zhang, L., Wu, H., Zhang, A., Bai, T., Ji, G., Tian, Y., & Wang, K. (2021) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-020-01219-7 · Cited by 29

Human-Guided Functional Connectivity Network Estimation for Chronic Tinnitus Identification: A Modularity View

Li, W., Chen, Y., Xu, X., Wang, X., & Gao, X. (2022) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2022.3190277 · Cited by 29

Structure and function in artificial, zebrafish and human neural networks

Ji, P., Wang, Y., Peron, T., Li, C., Nagler, J., & Du, J. (2023) · Physics of Life Reviews · doi:10.1016/j.plrev.2023.04.004 · Cited by 27

Stratifying ASD and characterizing the functional connectivity of subtypes in resting-state fMRI

Ren, P., Bi, Q., Pang, W., Wang, M., Zhou, Q., Ye, X., Li, L., & Xiao, L. (2023) · Behavioural Brain Research · doi:10.1016/j.bbr.2023.114458 · Cited by 32

Single‐subject cortical morphological brain networks across the adult lifespan

Ruan, J., Wang, N., Li, J., Wang, J., Zou, Q., Lv, Y., Zhang, H., & Wang, J. (2023) · Human Brain Mapping · doi:10.1002/hbm.26450 · Cited by 28

Process-Specific Alliances (PSAs) in Cognitive Neuroscience

Cabeza, R. E. L., Stanley, M. L., & Moscovitch, M. (2018) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2018.08.005 · Cited by 28

Functional brain modules reconfigure at multiple scales across the human lifespanPreprint

Betzel, R. F., Mišić, B., He, Y., Rumschlag, J. A., Zuo, X., & Sporns, O. (2015) · arXiv (Cornell University) · doi:10.48550/arxiv.1510.08045 · Cited by 35

Network Structure Inference, A Survey: Motivations, Methods, and ApplicationsPreprint

Brugere, I., Gallagher, B. J., & Berger-Wolf, T. Y. (2016) · arXiv (Cornell University) · doi:10.48550/arxiv.1610.00782 · Cited by 28

Brain network dynamics during spontaneous strategy shifts and incremental task optimization

Allegra, M., Seyed-Allaei, S., Schuck, N. W., Amati, D., Laio, A., & Reverberi, C. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116854 · Cited by 27

Understanding cognitive control in aging: A brain network perspective

Xia, H., He, Q., & Chen, A. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.1038756 · Cited by 33

Brain network connectivity associated with anticipatory postural control in children and adults

Cignetti, F., Vaugoyeau, M., Decker, L. M., Grosbras, M., Girard, N. J., Chaix, Y., Péran, P., & Assaiante, C. (2018) · Cortex · doi:10.1016/j.cortex.2018.08.013 · Cited by 29

Multi‐scale network regression for brain‐phenotype associations

Xia, C. H., Ma, Z., Cui, Z., Bzdok, D., Thirion, B., Bassett, D. S., Satterthwaite, T. D., Shinohara, R. T., & Witten, D. (2020) · Human Brain Mapping · doi:10.1002/hbm.24982 · Cited by 31

Multiple Routes to Animal Consciousness: Constrained Multiple Realizability Rather Than Modest Identity Theory

Mallatt, J. M., & Feinberg, T. E. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.732336 · Cited by 32

The overlapping modular organization of human brain functional networks across the adult lifespan

Gu, Y., Li, L., Zhang, Y., Ma, J., Yang, C., Xiao, Y., Shu, N., Can, C., Lin, Y., & Dai, Z. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119125 · Cited by 24

Whole-brain tracking of cocaine and sugar rewards processing

Bijoch, Ł., Klos, J., Pawłowska, M., Wiśniewska, J., Legutko, D., Szachowicz, U., Kaczmarek, L., & Beroun, A. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02318-4 · Cited by 29

Investigating the methodological foundation of lesion network mapping

van den Heuvel, M. P., Libedinsky, I., Monnens, S. Q., Repple, J., Sommer, I. E., & Cocchi, L. (2026) · Nature Neuroscience · doi:10.1038/s41593-025-02196-7 · Cited by 40

Unifying the Notions of Modularity and Core–Periphery Structure in Functional Brain Networks during Youth

Gu, S., Xia, C. H., Ćirić, R., Moore, T. M., Gur, R. C., Gur, R. E., Satterthwaite, T. D., & Bassett, D. S. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz150 · Cited by 26

Functional neural network configuration in late childhood varies by age and cognitive state

Le, T. M., Huang, A., O’Rawe, J. F., & Leung, H. (2020) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2020.100862 · Cited by 30

Dopamine Transporter Is a Master Regulator of Dopaminergic Neural Network Connectivity

Miller, D. R., Guenther, D. T., Maurer, A. P., Hansen, C. A., Zalesky, A., & Khoshbouei, H. (2021) · Journal of Neuroscience · doi:10.1523/jneurosci.0223-21.2021 · Cited by 26

On The Biophysical Complexity of Brain Dynamics: An Outlook

Shettigar, N., Yang, C.-L., Tu, K.-C., & Suh, C. S. (2022) · Dynamics · doi:10.3390/dynamics2020006 · Cited by 28

Dimension reduction of dynamics on modular and heterogeneous directed networks

Vegué, M., Thibeault, V., Desrosiers, P., & Allard, A. (2023) · PNAS Nexus · doi:10.1093/pnasnexus/pgad150 · Cited by 26

New dimensions of connectomics and network plasticity in the central nervous system

Guidolin, D., Marcoli, M., Maura, G., & Agnati, L. F. (2016) · Reviews in the Neurosciences · doi:10.1515/revneuro-2016-0051 · Cited by 27

NeuroCave: A web-based immersive visualization platform for exploring connectome datasets

Keiriz, J. J. G., Zhan, L., Ajilore, O., Leow, A., & Forbes, A. G. (2018) · Network Neuroscience · doi:10.1162/netn_a_00044 · Cited by 29

The Neural Dynamics of Individual Differences in Episodic Autobiographical Memory

Petrican, R., Palombo, D. J., Sheldon, S., & Levine, B. (2020) · eNeuro · doi:10.1523/eneuro.0531-19.2020 · Cited by 27

The dynamic modular fingerprints of the human brain at rest

Kabbara, A., Paban, V., & Hassan, M. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117674 · Cited by 27

Predicting modular functions and neural coding of behavior from a synaptic wiring diagram

Vishwanathan, A., Sood, A., Wu, J., Ramirez, A. D., Yang, R., Kemnitz, N., Ih, D., Turner, N., Lee, K., Tartavull, I., et al. (2024) · Nature Neuroscience · doi:10.1038/s41593-024-01784-3 · Cited by 36

Emergence of phase clusters and coexisting states reveals the structure-function relationship

Yu, D., Wu, Y., Ding, Q., Li, T., & Jia, Y. (2024) · Physical review. E · doi:10.1103/physreve.109.054312 · Cited by 25

Abnormal interaction between cognitive control network and affective network in patients with end-stage renal disease

Mu, J., Chen, T., Liu, Q., Ding, D., Ma, X., Li, P., Li, A., Huang, M., Zhang, Z., Liu, J., et al. (2017) · Brain Imaging and Behavior · doi:10.1007/s11682-017-9782-z · Cited by 25

From Default Mode Network to the Basal Configuration: Sex Differences in the Resting-State Brain Connectivity as a Function of Age and Their Clinical Correlates

Conrin, S. D., Zhan, L., Morrissey, Z. D., Xing, M., Forbes, A. G., Maki, P. M., Milad, M. R., Ajilore, O., Langenecker, S. A., & Leow, A. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00365 · Cited by 31

Detecting brain network communities: Considering the role of information flow and its different temporal scales

Sanchez-Rodriguez, L. M., Iturria‐Medina, Y., Mouchès, P., & Sotero, R. C. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117431 · Cited by 25

Community detection in network neuroscience

Betzel, R. F. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-85280-7.00016-6 · Cited by 39

Reorganized Brain Functional Network Topology in Presbycusis

Guan, B., Xu, Y., Chen, Y., Xing, C., Xu, L., Shang, S., Xǔ, J., Wu, Y., & Qi, Y. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.905487 · Cited by 26

Multilayer Network Analysis of Dynamic Network Reconfiguration in Adults With Posttraumatic Stress Disorder

Suo, X., Zuo, C., Lan, H., Li, W., Li, L., Kemp, G. J., Wang, S., & Gong, Q. (2022) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2022.09.003 · Cited by 25

Can Mouse Imaging Studies Bring Order to Autism Connectivity Chaos?

Liska, A. J., & Gozzi, A. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00484 · Cited by 27

The cerebral, extra-cerebral bodily, and socio-cultural dimensions of enculturated arithmetical cognition

Fabry, R. E. (2019) · Synthese · doi:10.1007/s11229-019-02238-1 · Cited by 27

Electrophysiological Correlates of Response Time Variability During a Sustained Attention Task

Machida, K., Murias, M., & Johnson, K. A. (2019) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2019.00363 · Cited by 27

The contribution of mamillary body damage to Wernicke's encephalopathy and Korsakoff's syndrome

Arts, N. J. M., Pitel, A., & Kessels, R. P. C. (2021) · Handbook of clinical neurology · doi:10.1016/b978-0-12-820107-7.00029-x · Cited by 24

Elucidating functional differences between cortical gyri and sulci via sparse representation HCP grayordinate fMRI data

Liu, H., Jiang, X., Zhang, T., Ren, Y., Hu, X., Guo, L., Han, J., & Liu, T. (2017) · Brain Research · doi:10.1016/j.brainres.2017.07.018 · Cited by 24

Network Neuroscience: A Framework for Developing Biomarkers in Psychiatry

Lydon‐Staley, D. M., & Bassett, D. S. (2018) · Current topics in behavioral neurosciences · doi:10.1007/7854_2018_41 · Cited by 24

Improving Sparsity and Modularity of High-Order Functional Connectivity Networks for MCI and ASD Identification

Zhou, Y., Zhang, L., Teng, S., Qiao, L., & Shen, D. G. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00959 · Cited by 25

The impact of fasting on resting state brain networks in mice

Tsurugizawa, T., Djemaï, B., & Zalesky, A. (2019) · Scientific Reports · doi:10.1038/s41598-019-39851-6 · Cited by 24

The Hidden Control Architecture of Complex Brain Networks

Lee, B., Kang, U., Chang, H., & Cho, K. (2019) · iScience · doi:10.1016/j.isci.2019.02.017 · Cited by 24

Flexible network community organization during the encoding and retrieval of spatiotemporal episodic memories

Schedlbauer, A. M., & Ekstrom, A. D. (2019) · Network Neuroscience · doi:10.1162/netn_a_00102 · Cited by 24

Characterization of network switching in disorder of consciousness at multiple time scales

Cai, L., Wei, X., Wang, J., Yi, G., Lu, M., & Dong, Y. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab79f5 · Cited by 26

Reconfiguration dynamics of a language-and-memory network in healthy participants and patients with temporal lobe epilepsy

Banjac, S., Roger, É., Pichat, C., Cousin, É., Mosca, C., Lamalle, L., Krainik, A., Kahane, P., & Baciu, M. V. (2021) · NeuroImage Clinical · doi:10.1016/j.nicl.2021.102702 · Cited by 24

The functional brain favours segregated modular connectivity at old age unless affected by neurodegeneration

Chen, X., Necus, J., Peraza, L. R., Mehraram, R., Wang, Y., O'Brien, J. T., Blamire, A. M., Kaiser, M., & Taylor, J. (2021) · Communications Biology · doi:10.1038/s42003-021-02497-0 · Cited by 23

Over-integration of visual network in major depressive disorder and its association with gene expression profiles

Zhu, M., Chen, Y., Zheng, J., Zhao, P., Xia, M., Tang, Y., & Wang, F. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03265-y · Cited by 28

Transcranial Direct Current Stimulation Alters Functional Network Structure in Humans: A Graph Theoretical Analysis

Ruttorf, M., Kristensen, S., Schad, L. R., & Almeida, J. (2019) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2019.2915206 · Cited by 24

Between-module functional connectivity of the salient ventral attention network and dorsal attention network is associated with motor inhibition

Hsu, H. M., Yao, Z., Hwang, K., & Hsieh, S. (2020) · PLoS ONE · doi:10.1371/journal.pone.0242985 · Cited by 23

The R1-weighted connectome: complementing brain networks with a myelin-sensitive measure

Boshkovski, T., Kocarev, L., Cohen‐Adad, J., Mišić, B., Lehéricy, S., Stikov, N., & Mancini, M. (2021) · Network Neuroscience · doi:10.1162/netn_a_00179 · Cited by 22

Collective dynamics of neuronal activities in various modular networks

Park, M. U., Bae, Y., Lee, K.-S., Song, J. H., Lee, S., & Yoo, K. (2021) · Lab on a Chip · doi:10.1039/d0lc01106a · Cited by 23

Sex Difference in Network Topology and Education Correlated With Sex Difference in Cognition During the Disease Process of Alzheimer

Li, X., Zhou, S., Zhu, W., Li, X., Gao, Z., Li, M., Luo, S., Wu, X., Tian, Y., & Yu, Y. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2021.639529 · Cited by 23

Ensemble synchronization in the reassembly of Hydra’s nervous system

Lovas, J. R., & Yuste, R. (2021) · Current Biology · doi:10.1016/j.cub.2021.06.047 · Cited by 24

Prediction of NOx concentration using modular long short-term memory neural network for municipal solid waste incineration

Duan, H., Meng, X., Tang, J., & Qiao, J. (2022) · Chinese Journal of Chemical Engineering · doi:10.1016/j.cjche.2022.06.028 · Cited by 25

Multi-head attention-based masked sequence model for mapping functional brain networks

He, M., Hou, X., Ge, E., Wang, Z., Kang, Z., Qiang, N., Zhang, X., & Ge, B. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1183145 · Cited by 24

Network targets for therapeutic brain stimulation: towards personalized therapy for pain

Motzkin, J. C., Kanungo, I., D’Esposito, M., & Shirvalkar, P. R. (2023) · Frontiers in Pain Research · doi:10.3389/fpain.2023.1156108 · Cited by 25

Multiscale label-free imaging of myelin in human brain tissue with polarization-sensitive optical coherence tomography and birefringence microscopy

Blanke, N., Chang, S., Novoseltseva, A., Wang, H., Boas, D. A., & Bigio, I. J. (2023) · Biomedical Optics Express · doi:10.1364/boe.499354 · Cited by 24

Functional gradients reveal altered functional segregation in patients with amnestic mild cognitive impairment and Alzheimer’s disease

He, Y., Li, Q., Fu, Z., Zeng, D., Han, Y., & Li, S. (2023) · Cerebral Cortex · doi:10.1093/cercor/bhad328 · Cited by 25

A multi-modal, asymmetric, weighted, and signed description of anatomical connectivity

Tanner, J., Faskowitz, J., Teixeira, A. S., Seguin, C., Coletta, L., Gozzi, A., Mišić, B., & Betzel, R. F. (2024) · Nature Communications · doi:10.1038/s41467-024-50248-6 · Cited by 23

Dependency Network Analysis (DEPNA) Reveals Context Related Influence of Brain Network Nodes

Jacob, Y., Winetraub, Y., Raz, G., Simon, E. B., Okon‐Singer, H., Rosenberg‐Katz, K., Hendler, T., & Ben‐Jacob, E. (2016) · Scientific Reports · doi:10.1038/srep27444 · Cited by 22

Versatility of nodal affiliation to communities

Shinn, M., Romero-García, R., Seidlitz, J., Váša, F., Vértes, P. E., & Bullmore, E. T. (2017) · Scientific Reports · doi:10.1038/s41598-017-03394-5 · Cited by 25

Reorganisation of Brain Hubs across Altered States of Consciousness

Vatansever, D., Schröter, M. S., Adapa, R., Bullmore, E. T., Menon, D. K., & Stamatakis, E. A. (2020) · Scientific Reports · doi:10.1038/s41598-020-60258-1 · Cited by 24

Dynamic Reconfiguration of Brain Functional Network in Stroke

Wu, K., Jelfs, B., Neville, K. L., Mahmoud, S. S., He, W., & Fang, Q. (2024) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2024.3371097 · Cited by 21

Toward Principles of Brain Network Organization and Function

Kulkarni, S., & Bassett, D. S. (2025) · Annual Review of Biophysics · doi:10.1146/annurev-biophys-030722-110624 · Cited by 30

Hemispheric Module-Specific Influence of the X Chromosome on White Matter Connectivity: Evidence from Girls with Turner Syndrome

Zhao, C., Yang, L., Xie, S., Zhang, Z., Pan, H., & Gong, G. (2018) · Cerebral Cortex · doi:10.1093/cercor/bhy335 · Cited by 22

Short-term and spike-timing-dependent plasticity facilitate the formation of modular neural networks

Lameu, E. L., Borges, F. S., Iarosz, K. C., Protachevicz, P. R., Antonopoulos, C. G., Macau, E. E. N., & Batista, A. M. (2020) · Communications in Nonlinear Science and Numerical Simulation · doi:10.1016/j.cnsns.2020.105689 · Cited by 22

Graph theory methods: applications in brain networks

Sporns, O. (2018) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2018.20.2/osporns · Cited by 671

The modular organization of human anatomical brain networks: Accounting for the cost of wiring

Betzel, R. F., Medaglia, J. D., Papadopoulos, L., Baum, G. L., Gur, R. C., Gur, R. E., Roalf, D. R., Satterthwaite, T. D., & Bassett, D. S. (2017) · Network Neuroscience · doi:10.1162/netn_a_00002 · Cited by 148

The structural and functional multilayer modular organization of the human brain

Puxeddu, M. G. (2020) · IRIS Research product catalog (Sapienza University of Rome)

The modular structure of brain functional connectivity networks: a graph theoretical approach

Nicolini, C. (2017)

Detecting brain network communities: Considering the role of information flow and its different temporal scales

Sanchez-Rodriguez, L. M., Iturria‐Medina, Y., Mouchès, P., & Sotero, R. C. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117431 · Cited by 25