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The genetically informed neurobiology of addiction (GINA) model
Addictions are heritable and unfold dynamically across the lifespan. One prominent
neurobiological theory proposes that substance-induced changes in neural circuitry promote …
neurobiological theory proposes that substance-induced changes in neural circuitry promote …
Brain–phenotype models fail for individuals who defy sample stereotypes
Individual differences in brain functional organization track a range of traits, symptoms and
behaviours,,,,,,,,,,–. So far, work modelling linear brain–phenotype relationships has …
behaviours,,,,,,,,,,–. So far, work modelling linear brain–phenotype relationships has …
Machine learning with neuroimaging biomarkers: Application in the diagnosis and prediction of drug addiction
L Yang, Y Du, W Yang, J Liu - Addiction Biology, 2023 - Wiley Online Library
Drug abuse is a serious problem worldwide. Owing to intermittent intake of certain
substances and the early inconspicuous clinical symptoms, this brings huge challenges for …
substances and the early inconspicuous clinical symptoms, this brings huge challenges for …
[HTML][HTML] Comparison between gradients and parcellations for functional connectivity prediction of behavior
Resting-state functional connectivity (RSFC) is widely used to predict behavioral measures.
To predict behavioral measures, representing RSFC with parcellations and gradients are the …
To predict behavioral measures, representing RSFC with parcellations and gradients are the …
A cognitive neurogenetic approach to uncovering the structure of executive functions
One central mission of cognitive neuroscience is to understand the ontology of complex
cognitive functions. We addressed this question with a cognitive neurogenetic approach …
cognitive functions. We addressed this question with a cognitive neurogenetic approach …
Large-scale functional brain networks of maladaptive childhood aggression identified by connectome-based predictive modeling
Disruptions in frontoparietal networks supporting emotion regulation have been long
implicated in maladaptive childhood aggression. However, the association of connectivity …
implicated in maladaptive childhood aggression. However, the association of connectivity …
Associations among household and neighborhood socioeconomic disadvantages, resting-state frontoamygdala connectivity, and internalizing symptoms in youth
Exposure to socioeconomic disadvantages (SED) can have negative impacts on mental
health, yet SED are a multifaceted construct and the precise processes by which SED confer …
health, yet SED are a multifaceted construct and the precise processes by which SED confer …
Distinct neural networks predict cocaine versus cannabis treatment outcomes
Abstract Treatment outcomes for individuals with substance use disorders (SUDs) are
variable and more individualized approaches may be needed. Cross-validated, machine …
variable and more individualized approaches may be needed. Cross-validated, machine …
Physical and mental health in adolescence: novel insights from a transdiagnostic examination of FitBit data in the ABCD study
Adolescence is among the most vulnerable period for the emergence of serious mental
illnesses. Addressing this vulnerability has generated interest in identifying markers of risk …
illnesses. Addressing this vulnerability has generated interest in identifying markers of risk …
Clinical promise of brain-phenotype modeling: a review
Importance Assessing the link between whole-brain activity and individual differences in
cognition and behavior has the potential to offer insights into psychiatric disorder etiology …
cognition and behavior has the potential to offer insights into psychiatric disorder etiology …