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Xiaowen Dong et al.
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Heyuan Shi et al.
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Hongyu Liu et al.
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Phillip E. Pope et al.
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Pascal Zille et al.
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Sarah Parisot et al.
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Shi Gu et al.
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Alexandru Korotcov et al.
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Brain Structural Networks Associated with Intelligence and Visuomotor Ability
Youngwoo Bryan Yoon et al.
SCIENTIFIC REPORTS (2017)
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Kirsten Hilger et al.
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Hyper-connectivity of functional networks for brain disease diagnosis
Biao Jie et al.
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Sarah D. Lichenstein et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2016)
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Emily S. Finn et al.
NATURE NEUROSCIENCE (2015)
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Harini Eavani et al.
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Brain Network Adaptability across Task States
Elizabeth N. Davison et al.
PLOS COMPUTATIONAL BIOLOGY (2015)
Where smart brains are different: A quantitative meta-analysis of functional and structural brain imaging studies on intelligence
Ulrike Basten et al.
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Neuroimaging of the Philadelphia Neurodevelopmental Cohort
Theodore D. Satterthwaite et al.
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Jonathan D. Power et al.
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The Chi-square test of independence
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Edward T. Bullmore et al.
ANNUAL REVIEW OF CLINICAL PSYCHOLOGY (2011)
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Jonathan D. Power et al.
NEURON (2011)
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Ruben C. Gur et al.
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Mikail Rubinov et al.
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The Graph Neural Network Model
Franco Scarselli et al.
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Martijn P. van den Heuvel et al.
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Edward T. Bullmore et al.
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Predicting human resting-state functional connectivity from structural connectivity
C. J. Honey et al.
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Danielle S. Bassett et al.
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Roberto Colom et al.
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Individual differences in mathematical competence predict parietal brain activation during mental calculation
Roland H. Grabner et al.
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C. J. Stam et al.
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Dynamic mapping of human cortical development during childhood through early adulthood
N Gogtay et al.
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SD Newman et al.
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Cognitive and emotional influences in anterior cingulate cortex
G Bush et al.
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