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] 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
The temporal characteristics of adolescent neurodevelopment are shaped by a complex
interplay of genetic, biological, and environmental factors. Using a large longitudinal dataset …

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

G Ball, CE Kelly, R Beare, ML Seal - Neuroimage, 2021 - Elsevier
Typical brain development follows a protracted trajectory throughout childhood and
adolescence. Deviations from typical growth trajectories have been implicated in …

T1 white/gray contrast as a predictor of chronological age, and an index of cognitive performance

JD Lewis, AC Evans, J Tohka… - Neuroimage, 2018 - Elsevier
Knowing the maturational schedule of typical brain development is critical to our ability to
identify deviations from it; such deviations have been related to cognitive performance and …

[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
The discrepancy between chronological age and estimated brain age, known as the brain
age gap, may serve as a biomarker to reveal brain development and neuropsychiatric …

Imaging patterns of brain development and their relationship to cognition

G Erus, H Battapady, TD Satterthwaite… - Cerebral …, 2015 - academic.oup.com
We present a brain development index (BDI) that concisely summarizes complex imaging
patterns of structural brain maturation along a single dimension using a machine learning …

Using neuroimaging to predict brain age: insights into typical and atypical development and risk for psychopathology

C Díaz-Arteche, D Rakesh - Journal of Neurophysiology, 2020 - journals.physiology.org
Childhood and adolescence are characterized by complex patterns of changes in brain
structure and function. Recently, Truelove-Hill et al.(Truelove-Hill M, Erus G, Bashyam V …

Neuroimaging of the developing brain: Taking “developing” seriously

A Karmiloff‐Smith - Human Brain Mapping, 2010 - Wiley Online Library
With a few notable exceptions, many studies, be they behavioral, neuroimaging, or genetic,
are snapshots that compare one child group to one adult group, which capture only two …

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
BACKGROUND: Neural development during human childhood and adolescence involves
highly coordinated and sequenced events, characterized by both progressive and …

Cortical and subcortical T1 white/gray contrast, chronological age, and cognitive performance

JD Lewis, VS Fonov, DL Collins, AC Evans, J Tohka… - NeuroImage, 2019 - Elsevier
The maturational schedule of typical brain development is tightly constrained; deviations
from it are associated with cognitive atypicalities, and are potentially predictive of …