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[HTML][HTML] Machine learning and deep learning approaches in lifespan brain age prediction: A comprehensive review
Y Wu, H Gao, C Zhang, X Ma, X Zhu, S Wu, L Lin - Tomography, 2024 - mdpi.com
The concept of 'brain age', derived from neuroimaging data, serves as a crucial biomarker
reflecting cognitive vitality and neurodegenerative trajectories. In the past decade, machine …
reflecting cognitive vitality and neurodegenerative trajectories. In the past decade, machine …
Map** structural neuroimaging trajectories in bipolar disorder: neurobiological and clinical implications
Neuroimaging is a powerful non-invasive method for studying brain alterations in bipolar
disorder (BD). To date, most neuroimaging studies of BD include smaller cross-sectional …
disorder (BD). To date, most neuroimaging studies of BD include smaller cross-sectional …
Individual structural covariance connectome reveals aberrant brain developmental trajectories associated with childhood maltreatment
Y Pang, S Zhao, Z Zhang, J Xu, L Gao, R Zhang… - Journal of Psychiatric …, 2025 - Elsevier
Background The long-term impact of childhood maltreatment (CM) on an individual's
physical and mental health is suggested to be mediated by altered neurodevelopment …
physical and mental health is suggested to be mediated by altered neurodevelopment …
Investigating dynamic brain functional redundancy as a mechanism of cognitive reserve
J Schwarz, F Zistler, A Usheva, A Fix, S Zinn… - Frontiers in Aging …, 2025 - frontiersin.org
Introduction Individuals with higher cognitive reserve (CR) are thought to be more resilient to
the effects of age-related brain changes on cognitive performance. A potential mechanism of …
the effects of age-related brain changes on cognitive performance. A potential mechanism of …
[HTML][HTML] Multimodal brain age indicators of internalising problems in early adolescence: A longitudinal investigation
Background Adolescence is a time of increased risk for the onset of internalising problems,
particularly in females. However, how individual differences in brain maturation relate to the …
particularly in females. However, how individual differences in brain maturation relate to the …
Prediction of brain age in individuals with and at risk for alcohol use disorder using brain morphological features
Brain age measures predicted from structural and functional brain features are increasingly
being used to understand brain integrity, disorders, and health. While there is a vast …
being used to understand brain integrity, disorders, and health. While there is a vast …
[PDF][PDF] Multimodal brain age indicators of internalising problems in adolescence: A longitudinal investigation
Background: Adolescence is a time of increased risk for the onset of internalising problems,
particularly in females. However, how individual differences in brain maturation relate to the …
particularly in females. However, how individual differences in brain maturation relate to the …
[SITAATTI][C] Unravelling the intricacies of health syndemics to improve population mental health and prevention
SL Griffiths - Neuroscience and biobehavioral reviews, 2024 - pubmed.ncbi.nlm.nih.gov