[HTML][HTML] One size does not fit all: methodological considerations for brain-based predictive modeling in psychiatry
Psychiatric illnesses are heterogeneous in nature. No illness manifests in the same way
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …
[PDF][PDF] Modern views of machine learning for precision psychiatry
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC),
the advent of functional neuroimaging, novel technologies and methods provide new …
the advent of functional neuroimaging, novel technologies and methods provide new …
Normative intracranial EEG maps epileptogenic tissues in focal epilepsy
Planning surgery for patients with medically refractory epilepsy often requires recording
seizures using intracranial EEG. Quantitative measures derived from interictal intracranial …
seizures using intracranial EEG. Quantitative measures derived from interictal intracranial …
[HTML][HTML] Early social adversity, altered brain functional connectivity, and mental health
Early adverse environmental exposures during brain development are widespread risk
factors for the onset of severe mental disorders and strong and consistent predictors of …
factors for the onset of severe mental disorders and strong and consistent predictors of …
Precision behavioral phenotyping as a strategy for uncovering the biological correlates of psychopathology
Our capacity to measure diverse aspects of human biology has developed rapidly in the past
decades, but the rate at which these techniques have generated insights into the biological …
decades, but the rate at which these techniques have generated insights into the biological …
Neurobiological, familial and genetic risk factors for dimensional psychopathology in the Adolescent Brain Cognitive Development study
Background Adolescence is a key period for brain development and the emergence of
psychopathology. The Adolescent Brain Cognitive Development (ABCD) study was created …
psychopathology. The Adolescent Brain Cognitive Development (ABCD) study was created …
Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology
It is increasingly recognized that multiple psychiatric conditions are underpinned by shared
neural pathways, affecting similar brain systems. Here, we carried out a multiscale neural …
neural pathways, affecting similar brain systems. Here, we carried out a multiscale neural …
[HTML][HTML] The expanding horizons of network neuroscience: From description to prediction and control
The field of network neuroscience has emerged as a natural framework for the study of the
brain and has been increasingly applied across divergent problems in neuroscience. From a …
brain and has been increasingly applied across divergent problems in neuroscience. From a …
Patterns of neural functional connectivity in infants at familial risk of developmental dyslexia
Importance Developmental dyslexia is a heritable learning disability affecting 7% to 10% of
the general population and can have detrimental impacts on mental health and vocational …
the general population and can have detrimental impacts on mental health and vocational …
[HTML][HTML] Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features, sexes, and development
Individual differences in brain anatomy can be used to predict variations in cognitive ability.
Most studies to date have focused on broad population-level trends, but the extent to which …
Most studies to date have focused on broad population-level trends, but the extent to which …