Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study
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DOI: 10.1038/s41467-022-29766-8
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- Damien A Fair & Alexander L Cohen & Jonathan D Power & Nico U F Dosenbach & Jessica A Church & Francis M Miezin & Bradley L Schlaggar & Steven E Petersen, 2009. "Functional Brain Networks Develop from a “Local to Distributed” Organization," PLOS Computational Biology, Public Library of Science, vol. 5(5), pages 1-14, May.
- Maxwell A. Bertolero & B. T. Thomas Yeo & Danielle S. Bassett & Mark D’Esposito, 2018. "A mechanistic model of connector hubs, modularity and cognition," Nature Human Behaviour, Nature, vol. 2(10), pages 765-777, October.
- Marc-Andre Schulz & B. T. Thomas Yeo & Joshua T. Vogelstein & Janaina Mourao-Miranada & Jakob N. Kather & Konrad Kording & Blake Richards & Danilo Bzdok, 2020. "Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets," Nature Communications, Nature, vol. 11(1), pages 1-15, December.
- Abigail S. Greene & Siyuan Gao & Dustin Scheinost & R. Todd Constable, 2018. "Task-induced brain state manipulation improves prediction of individual traits," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
- Scott Marek & Brenden Tervo-Clemmens & Finnegan J. Calabro & David F. Montez & Benjamin P. Kay & Alexander S. Hatoum & Meghan Rose Donohue & William Foran & Ryland L. Miller & Timothy J. Hendrickson &, 2022. "Reproducible brain-wide association studies require thousands of individuals," Nature, Nature, vol. 603(7902), pages 654-660, March.
- Cedric Huchuan Xia & Zongming Ma & Rastko Ciric & Shi Gu & Richard F. Betzel & Antonia N. Kaczkurkin & Monica E. Calkins & Philip A. Cook & Angel García de la Garza & Simon N. Vandekar & Zaixu Cui & T, 2018. "Linked dimensions of psychopathology and connectivity in functional brain networks," Nature Communications, Nature, vol. 9(1), pages 1-14, December.
- Raphaël Liégeois & Jingwei Li & Ru Kong & Csaba Orban & Dimitri Van De Ville & Tian Ge & Mert R. Sabuncu & B. T. Thomas Yeo, 2019. "Resting brain dynamics at different timescales capture distinct aspects of human behavior," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
- Paul T E Cusack, 2020. "The Human Brain," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 31(3), pages 24261-24266, October.
- Simon B Eickhoff & Robert Langner, 2019. "Neuroimaging-based prediction of mental traits: Road to utopia or Orwell?," PLOS Biology, Public Library of Science, vol. 17(11), pages 1-6, November.
- Danilo Bzdok & Gaël Varoquaux & Olivier Grisel & Michael Eickenberg & Cyril Poupon & Bertrand Thirion, 2016. "Formal Models of the Network Co-occurrence Underlying Mental Operations," PLOS Computational Biology, Public Library of Science, vol. 12(6), pages 1-31, June.
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