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 …

Phenomics and robust multiomics data for cardiovascular disease subtyping

E Maiorino, J Loscalzo - Arteriosclerosis, Thrombosis, and …, 2023 - Am Heart Assoc
The complex landscape of cardiovascular diseases encompasses a wide range of related
pathologies arising from diverse molecular mechanisms and exhibiting heterogeneous …

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes

J Wen, E Varol, A Sotiras, Z Yang, GB Chand… - Medical image …, 2022 - Elsevier
Disease heterogeneity is a significant obstacle to understanding pathological processes and
delivering precision diagnostics and treatment. Clustering methods have gained popularity …

[HTML][HTML] Individual variation underlying brain age estimates in typical development

G Ball, CE Kelly, R Beare, ML Seal - Neuroimage, 2021 - Elsevier
Typical brain development follows a protracted trajectory throughout childhood and
adolescence. Deviations from typical growth trajectories have been implicated in …

Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research

F Eitel, MA Schulz, M Seiler, H Walter, K Ritter - Experimental Neurology, 2021 - Elsevier
By promising more accurate diagnostics and individual treatment recommendations, deep
neural networks and in particular convolutional neural networks have advanced to a …

Unlocking the potential of big data and AI in medicine: insights from biobanking

K Akyüz, M Cano Abadía, M Goisauf… - Frontiers in …, 2024 - frontiersin.org
Big data and artificial intelligence are key elements in the medical field as they are expected
to improve accuracy and efficiency in diagnosis and treatment, particularly in identifying …

Predicting criminal and violent outcomes in psychiatry: a meta-analysis of diagnostic accuracy

D Watts, T de Azevedo Cardoso… - Translational …, 2022 - nature.com
Although reducing criminal outcomes in individuals with mental illness have long been a
priority for governments worldwide, there is still a lack of objective and highly accurate tools …

A survey on the role of artificial intelligence in biobanking studies: a systematic review

G Battineni, MA Hossain, N Chintalapudi, F Amenta - Diagnostics, 2022 - mdpi.com
Introduction: In biobanks, participants' biological samples are stored for future research. The
application of artificial intelligence (AI) involves the analysis of data and the prediction of any …

[HTML][HTML] Investigating brain structural maturation in children and adolescents born very preterm using the brain age framework

C Kelly, G Ball, LG Matthews, JL Cheong, LW Doyle… - Neuroimage, 2022 - Elsevier
Very preterm (VP) birth is associated with an increased risk for later neurodevelopmental
and behavioural challenges. Although the neurobiological underpinnings of such …

Clinical promise of brain-phenotype modeling: A review

AS Greene, RT Constable - JAMA psychiatry, 2023 - jamanetwork.com
Importance Assessing the link between whole-brain activity and individual differences in
cognition and behavior has the potential to offer insights into psychiatric disorder etiology …