Replicable brain–phenotype associations require large-scale neuroimaging data
Numerous neuroimaging studies have investigated the neural basis of interindividual
differences but the replicability of brain–phenotype associations remains largely unknown …
differences but the replicability of brain–phenotype associations remains largely unknown …
[HTML][HTML] Task fMRI paradigms may capture more behaviorally relevant information than resting-state functional connectivity
Characterizing the optimal fMRI paradigms for detecting behaviorally relevant functional
connectivity (FC) patterns is a critical step to furthering our knowledge of the neural basis of …
connectivity (FC) patterns is a critical step to furthering our knowledge of the neural basis of …
Functional brain connectivity predicts sleep duration in youth and adults
Sleep is critical to a variety of cognitive functions and insufficient sleep can have negative
consequences for mood and behavior across the lifespan. An important open question is …
consequences for mood and behavior across the lifespan. An important open question is …
Edge-based general linear models capture moment-to-moment fluctuations in attention
Although we must prioritize the processing of task-relevant information to navigate life, our
ability to do so fluctuates across time. Previous work has identified fMRI functional …
ability to do so fluctuates across time. Previous work has identified fMRI functional …
[HTML][HTML] Brain-phenotype predictions of language and executive function can survive across diverse real-world data: Dataset shifts in developmental populations
Predictive modeling potentially increases the reproducibility and generalizability of
neuroimaging brain-phenotype associations. Yet, the evaluation of a model in another …
neuroimaging brain-phenotype associations. Yet, the evaluation of a model in another …
Limited generalizability of multivariate brain-based dimensions of child psychiatric symptoms
Multivariate machine learning techniques are a promising set of tools for identifying complex
brain-behavior associations. However, failure to replicate results from these methods across …
brain-behavior associations. However, failure to replicate results from these methods across …
[HTML][HTML] Functional brain connectivity predictors of prospective substance use initiation and their environmental correlates
Background Early substance use initiation (SUI) places youth at substantially higher risk for
later substance use disorders. Furthermore, adolescence is a critical period for the …
later substance use disorders. Furthermore, adolescence is a critical period for the …
Leveraging the adolescent brain cognitive development study to improve behavioral prediction from neuroimaging in smaller replication samples
Neuroimaging is a popular method to map brain structural and functional patterns to
complex human traits. Recently published observations cast doubt upon these prospects …
complex human traits. Recently published observations cast doubt upon these prospects …
[HTML][HTML] Interactive effects of participant and stimulus race on cognitive performance in youth: Insights from the ABCD study
An extensive literature shows that race information can impact cognitive performance. Two
key findings include an attentional bias to Black racial cues in US samples and diminished …
key findings include an attentional bias to Black racial cues in US samples and diminished …
[HTML][HTML] Edge-based general linear models capture high-frequency fluctuations in attention
Although we must prioritize the processing of task-relevant information to navigate life, our
ability to do so fluctuates across time. Previous work has identified fMRI functional …
ability to do so fluctuates across time. Previous work has identified fMRI functional …