[HTML][HTML] Advanced brain ageing in adult psychopathology: A systematic review and meta-analysis of structural MRI studies

KV Blake, Z Ntwatwa, T Kaufmann, DJ Stein… - Journal of Psychiatric …, 2023 - Elsevier
Evidence suggests that psychopathology is associated with an advanced brain ageing
process, typically mapped using machine learning models that predict an individual's age …

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 …

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 …

[HTML][HTML] Detection of advanced brain aging in schizophrenia and its structural underpinning by using normative brain age metrics

CL Chen, TJ Hwang, YH Tung, LY Yang, YC Hsu… - NeuroImage: Clinical, 2022 - Elsevier
Conceptualizing mental disorders as deviations from normative functioning provides a
statistical perspective for understanding the individual heterogeneity underlying psychiatric …

Contributing factors to advanced brain aging in depression and anxiety disorders

LKM Han, HG Schnack, RM Brouwer… - Translational …, 2021 - nature.com
Depression and anxiety are common and often comorbid mental health disorders that
represent risk factors for aging-related conditions. Brain aging has shown to be more …

Machine-learning based brain age estimation in major depression showing no evidence of accelerated aging

B Besteher, C Gaser, I Nenadić - Psychiatry Research: Neuroimaging, 2019 - Elsevier
Molecular biological findings indicate that affective disorders are associated with processes
akin to accelerated aging of the brain. The use of the BrainAGE (brain age estimation gap) …

Stage-Specific Brain Aging in First-Episode Schizophrenia and Treatment-Resistant Schizophrenia

WS Kim, DW Heo, J Shen, U Tsogt… - International Journal …, 2023 - academic.oup.com
Background Brain age is a popular brain-based biomarker that offers a powerful strategy for
using neuroscience in clinical practice. We investigated the brain-predicted age difference …

Brain-predicted age associates with psychopathology dimensions in youths

VL Cropley, Y Tian, K Fernando, C Pantelis… - Biological Psychiatry …, 2021 - Elsevier
Background This study aimed to investigate whether dimensional constructs of
psychopathology relate to variation in patterns of brain development and to determine …

Predicting brain age at slice level: convolutional neural networks and consequences for interpretability

PL Ballester, LT Da Silva, M Marcon, NB Esper… - Frontiers in …, 2021 - frontiersin.org
Problem: Chronological aging in later life is associated with brain degeneration processes
and increased risk for disease such as stroke and dementia. With a worldwide tendency of …

Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders

N Koutsouleris, C Davatzikos, S Borgwardt… - Schizophrenia …, 2014 - academic.oup.com
Structural brain abnormalities are central to schizophrenia (SZ), but it remains unknown
whether they are linked to dysmaturational processes crossing diagnostic boundaries …