Machine learning for brain age prediction: Introduction to methods and clinical applications

L Baecker, R Garcia-Dias, S Vieira, C Scarpazza… - …, 2021 - thelancet.com
The rise of machine learning has unlocked new ways of analysing structural neuroimaging
data, including brain age prediction. In this state-of-the-art review, we provide an …

Factors associated with brain ageing-a systematic review

J Wrigglesworth, P Ward, IH Harding, D Nilaweera… - BMC neurology, 2021 - Springer
Background Brain age is a biomarker that predicts chronological age using neuroimaging
features. Deviations of this predicted age from chronological age is considered a sign of age …

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 …

Perturbed iron biology in the prefrontal cortex of people with schizophrenia

A Lotan, S Luza, CM Opazo, S Ayton, DJR Lane… - Molecular …, 2023 - nature.com
Despite loss of grey matter volume and emergence of distinct cognitive deficits in young
adults diagnosed with schizophrenia, current treatments for schizophrenia do not target …

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 …

Assessment of brain age in posttraumatic stress disorder: Findings from the ENIGMA PTSD and brain age working groups

AN Clausen, KA Fercho, M Monsour… - Brain and …, 2022 - Wiley Online Library
Background Posttraumatic stress disorder (PTSD) is associated with markers of accelerated
aging. Estimates of brain age, compared to chronological age, may clarify the effects of …

Brain age in bipolar disorders: Effects of lithium treatment

H Van Gestel, K Franke, J Petite… - Australian & New …, 2019 - journals.sagepub.com
Objective: Bipolar disorders increase the risk of dementia and show biological and brain
alterations, which resemble accelerated aging. Lithium may counter some of these …

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 …

[HTML][HTML] Structural abnormality in schizophrenia versus bipolar disorder: a whole brain cortical thickness, surface area, volume and gyrification analyses

M Madre, EJ Canales-Rodríguez… - NeuroImage: Clinical, 2020 - Elsevier
Objectives The profiles of cortical abnormalities in schizophrenia and bipolar disorder, and
how far they resemble each other, have only been studied to a limited extent. The aim of this …

To be frail or not to be frail: this is the question—a critical narrative review of frailty

S Sciacchitano, V Carola, G Nicolais… - Journal of Clinical …, 2024 - mdpi.com
Many factors have contributed to rendering frailty an emerging, relevant, and very popular
concept. First, many pandemics that have affected humanity in history, including COVID-19 …