[HTML][HTML] Linking brain maturation and puberty during early adolescence using longitudinal brain age prediction in the ABCD cohort

MC Holm, EH Leonardsen, D Beck, A Dahl… - Developmental …, 2023 - Elsevier
… In the current study longitudinal brain age prediction during … brain age, indicating a relationship
between pubertal development and brain maturation over and beyond chronological age

Multi‐level predictors of depression symptoms in the Adolescent Brain Cognitive Development (ABCD) study

TC Ho, R Shah, J Mishra, AC May… - Journal of Child …, 2022 - Wiley Online Library
prediction of depression symptoms in US children participating in the Adolescent Brain and
Cognitive Development (ABCDcohorts that are enriched in these factors, as well as cohorts

[HTML][HTML] Puberty differentially predicts brain maturation in male and female youth: A longitudinal ABCD Study

D Beck, L Ferschmann, N MacSweeney… - Developmental …, 2023 - Elsevier
… (ABCD) Study cohort, we investigated the developmental associations between puberty and
brain … the baseline pubertal status predicted rate of change in global brain MRI measures; 3) …

[HTML][HTML] Replication and Refinement of Brain Age Model for adolescent development

B Ray, J Chen, Z Fu, P Suresh, B Thapaliya… - bioRxiv, 2023 - ncbi.nlm.nih.gov
ABCD) cohort. We proposed a new refined model to improve the robustness of brain age
prediction… we trained the new ABCD brain age models using the ABCD baseline data to test the …

Puberty differentially predicts brain maturation in males and females during early adolescence: A longitudinal ABCD Study

D Beck, L Ferschmann, N MacSweeney, LB Norbom… - medRxiv, 2022 - medrxiv.org
… (ABCD) Study cohort, we investigated the developmental associations between puberty and
brain … the baseline pubertal status predicted rate of change in global brain MRI measures; 3) …

[HTML][HTML] Brain age prediction using fMRI network coupling in youths and associations with psychiatric symptoms

MJ Lund, D Alnæs, AMG de Lange, OA Andreassen… - NeuroImage: Clinical, 2022 - Elsevier
… Neurodevelopmental Cohort to derive a brain age prediction model based on functional …
In addition, CBIC acquired a structural scan based on the ABCD study protocol with the …

Brain age prediction: Cortical and subcortical shape covariation in the developing human brain

Y Zhao, A Klein, FX Castellanos, MP Milham - Neuroimage, 2019 - Elsevier
… in the brain can be used to accurately predict a person’s chronological age. Using ridge
regression, we showed that covariation patterns can predict chronological age with high …

[HTML][HTML] Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study

J Chen, A Tam, V Kebets, C Orban, LQR Ooi… - Nature …, 2022 - nature.com
… from the Adolescent Brain Cognitive Development (ABCD) study, … , personality scores and
mental health assessments. On the other … However, since the ABCD cohort comprises typically …

A multicohort geometric deep learning study of age dependent cortical and subcortical morphologic interactions for fluid intelligence prediction

Y Wu, P Besson, EA Azcona, SK Bandt, TB Parrish… - Scientific reports, 2022 - nature.com
… -cohort and across-cohort on the ABCD dataset and HCP dataset to show the robustness of
the brain areas involved in the predictionprediction of Gf in the pre-adolescent ABCD cohort, …

A guide for population-based analysis of the Adolescent Brain Cognitive Development (ABCD) Study baseline data

SG Heeringa, PA Berglund - BioRxiv, 2020 - biorxiv.org
… the US birth cohorts that comprise the ABCD study population. … strong predictor of the SES
status of individual ABCD eligible … balance in the ABCD baseline cohort originates not only in …