Brain age in mood and psychotic disorders: a systematic review and meta‐analysis

PL Ballester, MT Romano… - Acta Psychiatrica …, 2022 - Wiley Online Library
Objective To evaluate whether accelerated brain aging occurs in individuals with mood or
psychotic disorders. Methods A systematic review following PRISMA guidelines was …

BrainAGE, brain health, and mental disorders: A systematic review

J Seitz-Holland, SS Haas, N Penzel… - Neuroscience & …, 2024 - Elsevier
The imaging-based method of brainAGE aims to characterize an individual's vulnerability to
age-related brain changes. The present study systematically reviewed brainAGE findings in …

[HTML][HTML] White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age …

D Beck, AMG de Lange, II Maximov, G Richard… - NeuroImage, 2021 - Elsevier
The macro-and microstructural architecture of human brain white matter undergoes
substantial alterations throughout development and ageing. Most of our understanding of …

Mind the gap: Performance metric evaluation in brain‐age prediction

AMG de Lange, M Anatürk, J Rokicki… - Human Brain …, 2022 - Wiley Online Library
Estimating age based on neuroimaging‐derived data has become a popular approach to
developing markers for brain integrity and health. While a variety of machine‐learning …

Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium

C Constantinides, LKM Han, C Alloza… - Molecular …, 2023 - nature.com
Schizophrenia (SZ) is associated with an increased risk of life-long cognitive impairments,
age-related chronic disease, and premature mortality. We investigated evidence for …

Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders

J Rokicki, T Wolfers, W Nordhøy, N Tesli… - Human brain …, 2021 - Wiley Online Library
The deviation between chronological age and age predicted using brain MRI is a putative
marker of overall brain health. Age prediction based on structural MRI data shows high …

Cardiometabolic risk factors associated with brain age and accelerated brain ageing

D Beck, AMG de Lange, ML Pedersen… - Human brain …, 2022 - Wiley Online Library
The structure and integrity of the ageing brain is interchangeably linked to physical health,
and cardiometabolic risk factors (CMRs) are associated with dementia and other brain …

Deep relation learning for regression and its application to brain age estimation

S He, Y Feng, PE Grant, Y Ou - IEEE transactions on medical …, 2022 - ieeexplore.ieee.org
Most deep learning models for temporal regression directly output the estimation based on
single input images, ignoring the relationships between different images. In this paper, we …

[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 …

Investigating brain aging trajectory deviations in different brain regions of individuals with schizophrenia using multimodal magnetic resonance imaging and brain-age …

JD Zhu, YF Wu, SJ Tsai, CP Lin, AC Yang - Translational Psychiatry, 2023 - nature.com
Although many studies on brain-age prediction in patients with schizophrenia have been
reported recently, none has predicted brain age based on different neuroimaging modalities …