Brain age and other bodily 'ages': implications for neuropsychiatry

JH Cole, RE Marioni, SE Harris, IJ Deary - Molecular psychiatry, 2019 - nature.com
… it suitable for use in longitudinal studies predicting individual trajectories of brain health
over time. Given suitable development, brain-predicted age may in future provide insights into …

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 … picture of brain cortical and
subcortical development from childhood to … between brain maturation and cognitive development. …

[HTML][HTML] The developmental brain age is associated with adversity, depression, and functional outcomes among adolescents

V Drobinin, H Van Gestel, CA Helmick… - Biological Psychiatry …, 2022 - Elsevier
… impairment correlate with deviation from normative brain development in adolescence. …
adolescents to calculate the brain age gap for each individual. Considering that there is no …

Multidimensional brain-age prediction reveals altered brain developmental trajectory in psychiatric disorders

X Niu, A Taylor, RT Shinohara, J Kounios… - Cerebral …, 2022 - academic.oup.com
… -specific brain-age changes that are invisible to unidimensional brain-age. Importantly, … In
contrast to unidimensional brain-age prediction, we assume that brain development involves …

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

VM Bashyam, G Erus, J Doshi, M Habes, IM Nasrallah… - Brain, 2020 - academic.oup.com
brain ageing models may provide brain age estimates that are most discriminant of individuals
… , but in identifying individuals who deviate from typical brain development and ageing, ie …

Changes of individual BrainAGE during the course of the menstrual cycle

K Franke, G Hagemann, E Schleussner, C Gaser - Neuroimage, 2015 - Elsevier
… on individual BrainAGE estimations. Based on the widespread but well-ordered brain tissue
… age will reveal the individual brain age gap estimation (BrainAGE) score. Consequently, the …

Predicting 'Brainage'in late childhood to adolescence (6-17yrs) using structural MRI, morphometric similarity, and machine learning

D Griffiths-King, AG Wood, J Novak - Scientific Reports, 2023 - nature.com
… similarity against more typical, single feature (ie, cortical … MRI beyond individual features, in
the context of a Brainage framework, … to study individual differences in brain development in …

Preliminary evidence for a lower brain age in children with attention-deficit/hyperactivity disorder

F Kurth, JG Levitt, C Gaser, J Alger, SK Loo… - Frontiers in …, 2022 - frontiersin.org
… abnormal brain development. Here, we quantified the level of individual brain maturation in
… negative correlations between individual ADHD symptoms and estimated brain age (ie, the …

[HTML][HTML] Predicting brain age with complex networks: From adolescence to adulthood

L Bellantuono, L Marzano, M La Rocca, D Duncan… - NeuroImage, 2021 - Elsevier
… on aging patterns within the brain and specific information about anatomical districts displaying
… Accordingly, the design and development of accurate age prediction models measuring “…

Predicting age using neuroimaging: innovative brain ageing biomarkers

JH Cole, K Franke - Trends in neurosciences, 2017 - cell.com
… of neuroimaging-based ‘brain age’ as a biomarker of an individual’s brain health. Increasingly,
… as an ageing biomarker, and discuss trends in the ongoing development of the paradigm. …