Brain maturation: predicting individual BrainAGE in children and adolescents using structural MRI

K Franke, E Luders, A May, M Wilke, C Gaser - Neuroimage, 2012 - Elsevier
brain development. Using this approach, we were able to predict individual brain maturation
with a clinically meaningful accuracy: the correlation between predicted brain age and …

BrainAGE as a measure of maturation during early adolescence

LB Whitmore, SJ Weston, KL Mills - Imaging Neuroscience, 2023 - direct.mit.edu
individual differences in adolescent brain maturation, the implications for interpreting BrainAGE
Individual trajectories of brain-age gaps, where the gap at each timepoint was predicted …

[HTML][HTML] Ten years of BrainAGE as a neuroimaging biomarker of brain aging: what insights have we gained?

K Franke, C Gaser - Frontiers in neurology, 2019 - frontiersin.org
… To determine the individual trajectory of brain maturation and aging as well as the risks for …
all studies predicting individual brain age with the innovative BrainAGE method in healthy and …

[HTML][HTML] Individual variation underlying brain age estimates in typical development

G Ball, CE Kelly, R Beare, ML Seal - Neuroimage, 2021 - Elsevier
… Termed ‘brain age’, this … brain age modelling on an individual basis. In a large cohort of n
= 768 typically-developing children (aged 3–21 years), we build models of brain development

Individual variations in 'brain age'relate to early-life factors more than to longitudinal brain change

D Vidal-Pineiro, Y Wang, SK Krogsrud, IK Amlien… - elife, 2021 - elifesciences.org
… The experiments also suggest that genetics and early brain development likely have a
strong impact on brain health throughout life. Future studies trying to test or develop …

[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
… Although the mechanisms explaining sex differences in school performance are highly
complex and multifaceted, it is conceivable that individual differences in brain maturation in early …

[HTML][HTML] Increased brain age gap estimate (BrainAGE) in young adults after premature birth

DM Hedderich, A Menegaux… - Frontiers in Aging …, 2021 - frontiersin.org
… on human brain development are known, its impact on brain … birth impacts brain age gap
estimates (BrainAGE) using an … brain age in young adulthood in a large cohort of individuals

Predicting brain age during typical and atypical development based on structural and functional neuroimaging

Q Wang, K Hu, M Wang, Y Zhao, Y Liu… - Human Brain …, 2021 - Wiley Online Library
… Therefore, establishing a sex-specific brain age prediction model based on multimodal
neuroimaging is essential for understanding typical and atypical brain development. …

[HTML][HTML] Investigating brain structural maturation in children and adolescents born very preterm using the brain age framework

C Kelly, G Ball, LG Matthews, JL Cheong, LW Doyle… - Neuroimage, 2022 - Elsevier
brain development during childhood and adolescence. We construct a normative ‘brain age
… to identify specific brain regions and measures that contributed to brain age predictions in …

The speed of development of adolescent brain age depends on sex and is genetically determined

RM Brouwer, J Schutte, R Janssen… - Cerebral …, 2021 - academic.oup.com
… or accelerated brain development, making brain age a potential biomarker to detect deviant
… We build sex-specific brain age models to investigate the influence of sex. We apply …