Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
666-04-006 ISMRM Abstract

Neural Signatures Predict Future Developmental Trajectories of Externalizing Behaviors in Children

Primary: Brain Function and fMRI - Task/Intervention Based fMRI
Secondary: Neuro - Development
666-04-006 · Neuroimaging of Brain Development from Fetal Life Through Adolescence: Structure, Function, and Prediction · Thursday, 14 May, 2:35 PM–3:30 PM · Digital Posters Row G
Keywords: Neurodevelopment Deep learning Attention-deficit hyperactivity disorder Cognitive Function Fmri
Accepted
Weidong Cai 1, Srikanth Ryali1, Hari Mellacheruvu1, Booil Jo1, Vinod Menon1
1Psychiatry & Behavioral Sciences, Stanford Medicine, Stanford, United States of America
Presenting Author: Weidong Cai

Synopsis

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References

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2. R. F. Krueger et al., Etiologic connections among substance dependence, antisocial behavior, and personality: Modeling the externalizing spectrum. Journal of abnormal psychology 111, 411-424 (2002).
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4. J. Biederman et al., Long-term stability of the Child Behavior Checklist in a clinical sample of youth with attention deficit hyperactivity disorder. J Clin Child Psychol 30, 492-502 (2001).
5. B. J. Casey et al., The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites. Developmental cognitive neuroscience 32, 43-54 (2018).
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7. G. D. Logan, W. B. Cowan, K. A. Davis, On the ability to inhibit simple and choice reaction time responses: a model and a method. Journal of experimental psychology. Human perception and performance 10, 276-291 (1984).
8. B. Knutson, C. M. Adams, G. W. Fong, D. Hommer, Anticipation of increasing monetary reward selectively recruits nucleus accumbens. The Journal of neuroscience : the official journal of the Society for Neuroscience 21, RC159 (2001).
9. A. M. Owen, K. M. McMillan, A. R. Laird, E. Bullmore, N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Human brain mapping 25, 46-59 (2005).

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/666-04-006