Use of machine learning to determine deviance in neuroanatomical maturity associated with future psychosis in youths at clinically high risk
Y Chung, J Addington, CE Bearden… - JAMA …, 2018 - jamanetwork.com
Importance Altered neurodevelopmental trajectories are thought to reflect heterogeneity in
the pathophysiologic characteristics of schizophrenia, but whether neural indicators of these …
the pathophysiologic characteristics of schizophrenia, but whether neural indicators of these …
[HTML][HTML] Cortical abnormalities in youth at clinical high-risk for psychosis: findings from the NAPLS2 cohort
Y Chung, D Allswede, J Addington, CE Bearden… - NeuroImage: Clinical, 2019 - Elsevier
In a recent machine learning study classifying “brain age” based on cross-sectional
neuroanatomical data, clinical high-risk (CHR) individuals were observed to show deviation …
neuroanatomical data, clinical high-risk (CHR) individuals were observed to show deviation …
[HTML][HTML] Selective review of neuroimaging findings in youth at clinical high risk for psychosis: on the path to biomarkers for conversion
JK Ellis, EF Walker, DR Goldsmith - Frontiers in Psychiatry, 2020 - frontiersin.org
First episode psychosis (FEP), and subsequent diagnosis of schizophrenia or
schizoaffective disorder, predominantly occurs during late adolescence, is accompanied by …
schizoaffective disorder, predominantly occurs during late adolescence, is accompanied by …
Neurocognitive growth charting in psychosis spectrum youths
Importance Psychosis-risk studies have examined help-seeking adolescents and young
adults. Population-based studies evaluating psychotic symptoms and neurocognitive …
adults. Population-based studies evaluating psychotic symptoms and neurocognitive …
Progressive reduction in cortical thickness as psychosis develops: a multisite longitudinal neuroimaging study of youth at elevated clinical risk
Background Individuals at clinical high risk (CHR) who progress to fully psychotic symptoms
have been observed to show a steeper rate of cortical gray matter reduction compared with …
have been observed to show a steeper rate of cortical gray matter reduction compared with …
Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders
Structural brain abnormalities are central to schizophrenia (SZ), but it remains unknown
whether they are linked to dysmaturational processes crossing diagnostic boundaries …
whether they are linked to dysmaturational processes crossing diagnostic boundaries …
Age of onset of schizophrenia: perspectives from structural neuroimaging studies
Many of the major neuropsychiatric illnesses, including schizophrenia, have a typical age of
onset in late adolescence. Late adolescence may reflect a critical period in brain …
onset in late adolescence. Late adolescence may reflect a critical period in brain …
Improving prediction of psychosis in youth at clinical high-risk: pre-baseline symptom duration and cortical thinning as moderators of the NAPLS2 risk calculator
MA Worthington, MA Collins, J Addington… - Psychological …, 2024 - cambridge.org
BackgroundClinical implementation of risk calculator models in the clinical high-risk for
psychosis (CHR-P) population has been hindered by heterogeneous risk distributions …
psychosis (CHR-P) population has been hindered by heterogeneous risk distributions …
Detecting the psychosis prodrome across high-risk populations using neuroanatomical biomarkers
N Koutsouleris, A Riecher-Rössler… - Schizophrenia …, 2015 - academic.oup.com
To date, the MRI-based individualized prediction of psychosis has only been demonstrated
in single-site studies. It remains unclear if MRI biomarkers generalize across different …
in single-site studies. It remains unclear if MRI biomarkers generalize across different …
Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis
BACKGROUND: The at-risk mental state for psychosis (ARMS) has been associated with
abnormal structural brain dynamics underlying disease transition or non-transition. To date …
abnormal structural brain dynamics underlying disease transition or non-transition. To date …