A positive-negative mode of population covariation links brain connectivity, demographics and behavior

Smith, Stephen M, Nichols, Thomas E, Vidaurre, Diego, Winkler, Anderson M, Behrens, Timothy E J, Glasser, Matthew F, Ugurbil, Kamil, Barch, Deanna M, Van Essen, David C, Miller, Karla L·2015·Nature Neuroscience
DOI 10.1038/nn.4125

Cited by (859)

Items 801–859 of 859

  1. Children's Structural Brain Network Properties are Related to Genome-Wide Polygenic Scores, Cognition, and Behaviors
    Jungwoo Seo, Eun-ji Lee, Bo‐Gyeom Kim, Gakyung Kim, Yoonjung Yoonie Joo, Jiook Cha · 2024 · SSRN Electronic Journal
  2. Reliability and predictability of phenotype information from functional connectivity in large imaging datasets
    Jessica Dafflon, D. Moraczewski, E. Earl, Dylan M. Nielson, Gabriel Loewinger, Patrick Mcclure, Adam G. Thomas, Francisco Pereira · 2024 · arXiv.org
  3. Machine learning for NeuroImaging data analysis
    Bertrand Thirion · 2024 · Elsevier eBooks
  4. Interpersonal Neurobiology, the Mind, and Health in Its Flourishing and Compromised States
    Daniël J. Siegel · 2024 · Springer eBooks
  5. Generating Synthetic Task-based Brain Fingerprints for Population Neuroscience Using Deep Learning
    Emin Serin, Kerstin Ritter, Günter Schumann, Tobias Banaschewski, André F. Marquand, Henrik Walter · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
  6. Connectome-based prediction of individual behaviors via convolutional graph propagation network
    Dongya Wu, Xin Li · 2024 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  7. Connectivity and connectomics
    Andrew Zalesky, Stamatios N. Sotiropoulos, Saâd Jbabdi, Alex Fornito · 2025 · Elsevier eBooks
  8. May it please the rule of law?
    Jana Trifunović · 2025
  9. Brain Integration in World-Class Athletes
    Harald S. Harung, Frederick T. Travis · 2025 · Springer eBooks
  10. Functional MRI: Applications in Cognitive Neuroscience
    Cyril R Pernet, Patrick M. Fisher · 2025 · Neuromethods
  11. Functional MRI from a Big Data Perspective
    Mingrui Xia, Yong He A · 2025 · Neuromethods
  12. Mapping Intersubject Variability in Functional Connectivity in Gray and White Matter to Predict Suicide Risk Among Patients with Major Depressive Disorder
    Wanying Jing, Lei Yang, Yuting Guo, Danni Chen, Kaili Che, Fanghui Dong, Chao Li, Yinghong Shi, Haizhu Xie, Feng Zhao et al. · 2025 · Academic Radiology
  13. Interoceptive Performance is Unrelated to Mental Health Symptoms: Evidence From a Large Scale Multi-Domain Psychophysical Investigation
    Leah Banellis, Niia Emilova Nikolova, Jesper Fischer Ehmsen, Arthur S. Courtin, Melina Vejlø, Ashley Tyrer, Rebecca Astrid Böhme, Francesco Bavato, Kelly Hoogervorst, Francesca Fardo et al. · 2025 · medRxiv
  14. Accounting for Structured Missingness in Canonical Correlation Analysis
    Lav Radosavljević, Stephen M. Smith, Thomas E. Nichols · 2025 · medRxiv
  15. Exploring Causal Pathways to Sleep Quality in Young Adults Using a Multimodal Data-Driven Causal Discovery Analysis
    Xiong Xiao, Yulin Wang, Debo Dong, Wei Wang, Zhangyong Li, Yiqun Guo · 2025 · Nature and Science of Sleep
  16. A cortical signature of very preterm birth across development and its association with neurodevelopmental outcomes
    Kaili Liang, Yourong Guo, Logan Z. J. Williams, Renátó Besenczi, Zeyuan Sun, Marguerite Leoni, Qiang Ma, Daniel Rueckert, Paola Dazzan, Anthony David Edwards et al. · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
  17. Environmentally derived subgroups of preadolescents with family history of substance use exhibit distinct patterns of psychopathology and reward-related behaviors: insights from the ABCD study
    S. Ramakrishnan, Riaz B. Shaik, Siddhartha Peri, Faith Adams, S. Haas, S. Frangou, Shankar Srinivasan, Omar El-Shahawy, Christopher J. Hammond, Iliyan Ivanov et al. · 2025 · Frontiers in child and adolescent psychiatry
  18. Machine learning techniques in neuroimaging
    Nataša Kovač, Timea Bezdan, Hojjatollah Farahani, Marko Simeunović, Peter Watson · 2025 · Elsevier eBooks
  19. Complex network analysis
    Nataša Kovač, Hojjatollah Farahani, Johnny Zhang, Peter Watson · 2025 · Elsevier eBooks
  20. Asymmetric canonical correlation analysis of Riemannian and high-dimensional data
    James Buenfil, Eardi Lila · 2025 · Electronic Journal of Statistics
  21. Additional file 1 of Gray matter covariations and core symptoms of autism: the EU-AIMS Longitudinal European Autism Project
    Ting Mei, Alberto Llera, Dorothea L. Floris, Natalie J. Forde, Julian Tillmann, Sarah Durston, Carolin Moessnang, Tobias Banaschewski, Holt, Rosemary J., Simon Baron‐Cohen et al. · 2020 · Figshare
  22. Additional file 10 of Autistic traits and individual brain differences: functional network efficiency reflects attentional and social impairments, structural nodal efficiencies index systemising and theory-of-mind skills
    Subhadip Paul, Aditi Arora, Rashi Midha, Dinh Vu, Roy, Prasun K., Matthew Kenneth Belmonte · 2021 · Figshare
  23. Additional file 1 of Patterns of connectome variability in autism across five functional activation tasks: findings from the LEAP project
    Tristan Looden, Dorothea L. Floris, Alberto Llera, Roselyne J. Chauvin, Tony Charman, Tobias Banaschewski, Declan Murphy, André F. Marquand, Jan K. Buitelaar, Christian F. Beckmann · 2024 · Figshare
  24. Additional file 1 of Dyslipidemia induced large-scale network connectivity abnormality facilitates cognitive decline in the Alzheimer’s disease
    Wang, Qing, Feifei Zang, He, Cancan, Zhang, Zhijun, Xie, Chunming · 2024 · Figshare
  25. Maternal lineage diversity and health-related haplogroups in the Gilgiti and Kohistani populations of northern Pakistan
    Atif Adnan, Allah Rakha, Le Tao, Qu Shen, Hao Dong Chen, Hai Feng He, Muhammad Farhat Ullah, Shahid Nazir, Absar Ahmad Zafar, Chuan-Chao Wang et al. · 2025 · BMC Genomics
  26. Decoding Financial Efficiency: A Dupont Analysis of Oil Sector Companies
    B. Arunkumar, Aswathy Sreenivasan, S. Thandayuthapani, B. Subha, R. Haribaskar, A. J. Excelce · 2026 · Studies in systems, decision and control
  27. Specificity of functional network connectivity during the AD prodromal phase in mild cognitive impairment
    Weiqing Li, Ze Feng, Binjie Chu, Qingqing Shang, Ming Yang, Xinlu Li, Hanxi Zhang, Xue Bai, Feng Wang · 2026 · Frontiers in Psychiatry
  28. Brain connectivity signatures of cognitive impairment in temporal lobe epilepsy identified by robotic assessment
    Karla Batista García-Ramó, Spencer Finn, Theodore S. Aliyianis, Adam Falah, Brooke Beattie, Donald C. Brien, Garima Shukla, Lysa Boissé Lomax, Stephen Harold Scott, Jason P. Gallivan et al. · 2026 · Neuroimage Reports
  29. Threading the Needle: Practical Considerations for Merging Theory-Driven Computational Psychiatry With Data-Driven Analytics to Enhance Precision Health at Scale
    Annie Cheng, Anna B. Konova, Albert R. Powers, Philip Corlett, Ifat Levy, Xiaosi Gu, Quentin J. M. Huys, Helen Pushkarskaya, Sarah Kathryn Fineberg, Tobias U. Hauser et al. · 2026 · Biological Psychiatry Cognitive Neuroscience and Neuroimaging
  30. 安静時fMRI
    昇吾 梶村 · 2025 · Journal of the Society of Biomechanisms
  31. Linking individual behavioral architecture to brain topological structure: A combined network analysis approach
    Arianna Menardi, Zeynep Gökçen Özer, Antonino Vallesi, Giorgia Cona, Umberto Granziol · 2026 · Biological Psychology
  32. Leveraging information theory to advance understanding of neurobiological mechanisms in autism spectrum disorder
    Gerry Leisman · 2026 · Informatics and Health
  33. Anxiety modulates odour-linked brain connectivity and alcohol dependence risk
    Khushbu Agarwal, Shefali Chaudhary, Valentina Parma, Yatan Pal Singh Balhara, Siddharth Sarkar · 2026 · Brain Communications
  34. Integration der Gehirntätigkeit bei Weltklassesportlern
    Harald S. Harung, Frederick T. Travis, Margot Süttmann · 2026 · Springer eBooks
  35. The dynamics of cerebro-cerebellar resting-state functional connectivity : relation to cognition, behavior, and pathophysiology
    Majd Abdallah · 2020 · theses.fr (ABES)
  36. Machine Learning on Population Imaging for Mental Health
    Kamalaker Dadi · 2020 · theses.fr (ABES)
  37. Neuroanatomical mediators of environmental and genetic factors, cognitive function, and mental disorders
    Camille Michèle Williams · 2022 · theses.fr (ABES)
  38. Emotion-dependent integration and segregation in EEG functional brain networks revealed by data-driven sparsity optimization
    Tianyu Wang, Wei Liu, G. Y. Li, Fo Hu, Bin Zhou, Yuebing Zhang · 2026 · Brain Research Bulletin
  39. fMRI and MEG Fingerprints Diverge at the Individual Level
    Brian Zhaoyi Mo, Stephen M. Smith, Mark W. Woolrich · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
  40. O MANEJO DOS BRAQUICEFÁLICOS: SÍNDROME DOS BRAQUICEFÁLICOS EM CÃES
    Eryka Nunes Gomes, Julia Ferreira Carrijo dos Santos, Leticia Melo Freitas, Mariana Guerreiro da Silva, Thiffany Pereira Marculino · 2026 · Revista Foco
  41. Three parsimonious spatiotemporal patterns in cerebellum reveal individual traits in function and behavior
    Shuo Lv, Jinlong Li, Ruoqi Yang, Wu Xin, Zhiming Wang, Wenjing Zhu, Tan Gao, Jia‐Hong Gao, Guoyuan Yang · 2026 · Nature Communications
  42. Network analyses identify critical factors for facilitating future-oriented decision-making
    Huimin Wu, Zhiyuan Xue, Xiong Xiao, Jianling Ma, Zilun Xiao, Ke Chen, Yuhao Jiang, Yiqun Guo · 2026 · Cognitive Psychology
  43. Commentary on Ooi et al. 2025: What the BWAS debate reveals about brains, data, and dynamics
    Anthony McIntosh · 2026 · Aperture Neuro
  44. Trajectories of brain organisation transition from predicting externalising to internalising symptoms across adolescence
    Antoine Bernas, Linda Schlüter, Tobias Banaschewski, Arun L.W. Bokde, Rüdiger Brühl, Sylvane Desrivières, Herta Flor, Hugh Garavan, Penny Anne Gowland, Antoine Grigis et al. · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
  45. Neuronaukowe podstawy inteligencji
    Richard J. Haier, Paweł Kabziński, Szymon Mąka · 2026 · Wydawnictwo Uniwersytetu Łódzkiego eBooks
  46. Developing next-generation transformational leaders
    Wallapa Suengkamolpisut, Saifon Singhatong · 2026 · Journal of International Students
  47. White matter microstructural abnormalities in children with Tourette syndrome using tract-based spatial statistics analysis
    Jirui Wang, Xianbin Wang, Wenyan Zhang, Zhongyi Liu, Anyi Zhang, Weiwei Men, Guojun Zhang, Xu Hong, Y R Cui, Tianyuan Lei · 2026 · Japanese Journal of Radiology
  48. Variations of structural–functional coupling in post-traumatic stress disorder are associated with underlying molecular and transcriptional features
    Yujie Song, Bin Huang, Jiayu Wu, Jinping Lin, Kaiqi Xin, Bo Gao, Graham John Kemp, Bin Guo, Qiyong Gong · 2026 · Psychological Medicine
  49. The Effects of Endogenous Attention on Cross-Modal Emotional Information Integration and Its Aging Research
    灿婷 熊 · 2026 · Advances in Psychology
  50. The Anatomical Connections of Nucleus Accumbens with Brainstem and Cerebellum in the Rat and Human Subjects
    Safiye Çavdar, Damlasu Altınöz, Mazhar Özkan, Elif Erkan, Aytaç Güzel, Yasin Celal Güneş, Oktay Algın · 2026 · The Cerebellum
  51. Comparative Genomics and Functional Evidence for Convergent Adaptation to Hypoxia in Mammals
    Hao Dong, Chunxu Wang, Enqing Pei, Liang Zhao, Simin Chai, Ran Tian · 2026 · Integrative Zoology
  52. Parallel frontoparietal-centered connectivity axes across cortex and cerebellum support cognitive control
    Hui Li, Sai Ma, Xinmiao Yuan, Zhenqi Zhou, Xuemin Zhang, Zonglei Zhen · 2026 · Research Square
  53. Dynamic embeddedness within the structural connectome characterizes macroscale functional organization of the human brain
    Weiyang Shi, Congying Chu, Wen Li, Lingzhong Fan, Siyang Li, Luqi Cheng, Ming Song, Haiyan Wang, Zhenwei Dong, Shiqi Di et al. · 2026 · 中国科学通报：英文版
  54. Ongoing thoughts at rest reflect functional brain organization and behaviour
    Jin Ke, Taylor A. Chamberlain, Hayoung Song, Anna Corriveau, Zhanbo Zhang, Taysha Martinez, Laura Sams, Marvin M. Chun, Yuan Chang Leong, Monica D. Rosenberg · 2026 · Nature Human Behaviour
  55. Task-based functional connectivity is sufficient to capture individual differences in functional selectivity across multiple cortical systems
    Isaac Liao, Zeynep M. Saygin, Keara M. Ginell, Kendrick Kay, David E. Osher · 2026 · NeuroImage
  56. Distinct Multimodal Brain Profiles Bridging Age of First Alcohol Use and Subsequent Substance Use in Young Adults
    Kayla Hannon, Nathaniel G. Harnett, You Cheng, Julia E. Cohen‐Gilbert, Cole Harris Korponay, Poornima Kumar, Marisa M. Silveri, Lisa D. H. Nickerson · 2026 · medRxiv
  57. Deep white-matter tracts link docosahexaenoic acid status to cognitive performance in human adolescents
    Alejandra Figueroa-Vargas, Rodrigo Valenzuela, Patricia Soto‐Icaza, Francisco Javier Zamorano, Cristian Larraín, Claudio Silva, Pamela Guevara, Sebastián Navarrete, Atilio Almagià, Violeta Arancibia et al. · 2026 · iScience
  58. Nature Mental Health Earth–Brain–Health Commission
    Günter Schumann, Jürg Luterbacher, André F. Marquand, Cornelius Groß, Xanthe Hunt, Bernd Carsten Stahl, Lasse Brandt, Бин Чэн, Dinakaran Damodharan, John S. Ji et al. · 2026 · Nature Mental Health
  59. A novel multi-exposure-to-multi-mediator mediation model for imaging genetics studies of brain disorders
    Neng Wang, ERIC V. SLUD, Tianzhou Ma · 2026 · Computational Statistics & Data Analysis