Neuroimaging-based individualized prediction of cognition and behavior for mental disorders and health: methods and promises
The neuroimaging community has witnessed a paradigm shift in biomarker discovery from
using traditional univariate brain mapping approaches to multivariate predictive models …
using traditional univariate brain mapping approaches to multivariate predictive models …
The challenges and prospects of brain-based prediction of behaviour
Relating individual brain patterns to behaviour is fundamental in system neuroscience.
Recently, the predictive modelling approach has become increasingly popular, largely due …
Recently, the predictive modelling approach has become increasingly popular, largely due …
[HTML][HTML] Psilocybin therapy increases cognitive and neural flexibility in patients with major depressive disorder
Psilocybin has shown promise for the treatment of mood disorders, which are often
accompanied by cognitive dysfunction including cognitive rigidity. Recent studies have …
accompanied by cognitive dysfunction including cognitive rigidity. Recent studies have …
[HTML][HTML] Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study
How individual differences in brain network organization track behavioral variability is a
fundamental question in systems neuroscience. Recent work suggests that resting-state and …
fundamental question in systems neuroscience. Recent work suggests that resting-state and …
Segregation, integration, and balance of large-scale resting brain networks configure different cognitive abilities
Diverse cognitive processes set different demands on locally segregated and globally
integrated brain activity. However, it remains an open question how resting brains configure …
integrated brain activity. However, it remains an open question how resting brains configure …
[HTML][HTML] Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships
Although both resting and task-induced functional connectivity (FC) have been used to
characterize the human brain and cognitive abilities, the potential of task-induced FCs in …
characterize the human brain and cognitive abilities, the potential of task-induced FCs in …
Gender differences in connectome-based predictions of individualized intelligence quotient and sub-domain scores
Scores on intelligence tests are strongly predictive of various important life outcomes.
However, the gender discrepancy on intelligence quotient (IQ) prediction using brain …
However, the gender discrepancy on intelligence quotient (IQ) prediction using brain …
[HTML][HTML] Tapping into multi-faceted human behavior and psychopathology using fMRI brain dynamics
Human behavior comprises many aspects that stand out by their dynamic nature. To quantify
its neural underpinnings, time-resolved fMRI methods have blossomed over the past …
its neural underpinnings, time-resolved fMRI methods have blossomed over the past …
[HTML][HTML] Person-specific and precision neuroimaging: Current methods and future directions
Most neuroimaging studies of brain function analyze data in normalized space to identify
regions of common activation across participants. These studies treat interindividual …
regions of common activation across participants. These studies treat interindividual …
[HTML][HTML] Altered brain dynamic in major depressive disorder: state and trait features
Temporal neural synchrony disruption can be linked to a variety of symptoms of major
depressive disorder (MDD), including mood rigidity and the inability to break the cycle of …
depressive disorder (MDD), including mood rigidity and the inability to break the cycle of …