Brain age prediction using combined deep convolutional neural network and multi-layer perceptron algorithms

Y Joo, E Namgung, H Jeong, I Kang, J Kim, S Oh… - Scientific Reports, 2023 - nature.com
The clinical applications of brain age prediction have expanded, particularly in anticipating
the onset and prognosis of various neurodegenerative diseases. In the current study, we …

[HTML][HTML] The role of brain structure in the association between pubertal timing and depression risk in an early adolescent sample (the ABCD Study®): A registered …

N MacSweeney, J Allardyce, A Edmondson-Stait… - Developmental …, 2023 - Elsevier
Background Earlier pubertal timing is associated with higher rates of depressive disorders in
adolescence. Neuroimaging studies report brain structural associations with both pubertal …

[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
Research has demonstrated associations between pubertal development and brain
maturation. However, existing studies have been limited by small samples, cross-sectional …

[HTML][HTML] Deviations from normative brain white and gray matter structure are associated with psychopathology in youth

R Kjelkenes, T Wolfers, D Alnæs, LB Norbom… - Developmental …, 2022 - Elsevier
Combining imaging modalities and metrics that are sensitive to various aspects of brain
structure and maturation may help identify individuals that show deviations in relation to …

Domain adapted brain network fusion captures variance related to pubertal brain development and mental health

D Kraft, D Alnæs, T Kaufmann - Nature Communications, 2023 - nature.com
Puberty demarks a period of profound brain dynamics that orchestrates changes to a
multitude of neuroimaging-derived phenotypes. This complexity poses a dimensionality …

BrainAGE as a measure of maturation during early adolescence

LB Whitmore, SJ Weston, KL Mills - Imaging Neuroscience, 2023 - direct.mit.edu
Abstract The Brain-Age Gap Estimation (BrainAGE) is an important new tool that purports to
evaluate brain maturity when used in adolescent populations. However, it is unclear whether …

[HTML][HTML] Differences in educational opportunity predict white matter development

E Roy, A Van Rinsveld, P Nedelec… - Developmental cognitive …, 2024 - Elsevier
Coarse measures of socioeconomic status, such as parental income or parental education,
have been linked to differences in white matter development. However, these measures do …

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
Background Research has demonstrated associations between pubertal development and
brain maturation. However, existing studies have been limited by small samples, cross …

[HTML][HTML] Assessing the association between global structural brain age and polygenic risk for schizophrenia in early adulthood: A recall-by-genotype study

C Constantinides, V Baltramonaityte, D Caramaschi… - cortex, 2024 - Elsevier
Neuroimaging studies consistently show advanced brain age in schizophrenia, suggesting
that brain structure is often 'older'than expected at a given chronological age. Whether …

Association of urinary sex hormones with mood and behavior changes in a community adolescent cohort

P Hazell, BWR Balzer, F Garden, DJ Handelsman… - Plos one, 2023 - journals.plos.org
Objective To examine the contribution of variation in sex hormone excretion to mood and
behavioral changes in adolescent females and males. Design Prospective, longitudinal …