The heterogeneity problem: approaches to identify psychiatric subtypes

E Feczko, O Miranda-Dominguez, M Marr… - Trends in cognitive …, 2019 - cell.com
The imprecise nature of psychiatric nosology restricts progress towards characterizing and
treating mental health disorders. One issue is the 'heterogeneity problem': different causal …

A competitive model for striatal action selection

S Bariselli, WC Fobbs, MC Creed, AV Kravitz - Brain research, 2019 - Elsevier
The direct and indirect pathway striatal medium spiny neurons (dMSNs and iMSNs) have
long been linked to action selection, but the precise roles of these neurons in this process …

Brain disorders? Not really: Why network structures block reductionism in psychopathology research

D Borsboom, AOJ Cramer, A Kalis - Behavioral and Brain Sciences, 2019 - cambridge.org
In the past decades, reductionism has dominated both research directions and funding
policies in clinical psychology and psychiatry. The intense search for the biological basis of …

Latent class analysis of depressive symptom phenotypes among Black/African American mothers

NB Perez, GDE Melkus, F Wright, G Yu… - Nursing …, 2023 - journals.lww.com
Background Depression is a growing global problem with significant individual and societal
costs. Despite their consequences, depressive symptoms are poorly recognized and …

Mental health diagnosis: a case for explainable artificial intelligence

G Antoniou, E Papadakis… - International Journal on …, 2022 - World Scientific
Mental illnesses are becoming increasingly prevalent, in turn leading to an increased
interest in exploring artificial intelligence (AI) solutions to facilitate and enhance healthcare …

Taming the chaos?! Using eXplainable Artificial Intelligence (XAI) to tackle the complexity in mental health research

V Roessner, J Rothe, G Kohls, G Schomerus… - European Child & …, 2021 - Springer
Mental disorders cause a significant degree of burden to affected individuals and to society
at large. Reasons for this are their high prevalence (one in every two people suffers from a …

[HTML][HTML] Peripheral biomarkers in DSM-5 anxiety disorders: an updated overview

M Vismara, N Girone, G Cirnigliaro, F Fasciana… - Brain Sciences, 2020 - mdpi.com
Anxiety disorders are prevalent and highly disabling mental disorders. In recent years,
intensive efforts focused on the search for potential neuroimaging, genetic, and peripheral …

The role of biomarkers in psychiatry

M Lozupone, M La Montagna, F D'Urso… - Reviews on biomarker …, 2019 - Springer
Psychiatric illnesses are cognitive and behavioral disorders of the brain. At present,
psychiatric diagnosis is based on DSM-5 criteria. Even if endophenotype specificity for …

Life's simple 7 and its association with trajectories in depressive symptoms among urban middle-aged adults

MA Beydoun, MF Georgescu, S Hossain… - Journal of affective …, 2023 - Elsevier
Abstract Background The American Heart Association Life's Simple 7 (LS7) is a composite
metric assessing cardiovascular health on a scale of 0–14 comprised of nutrition, physical …

Association between epigenetic age acceleration and depressive symptoms in a prospective cohort study of urban-dwelling adults

MA Beydoun, S Hossain, KN Chitrala… - Journal of affective …, 2019 - Elsevier
Objective This study tests associations of DNA methylation-based (DNAm) measures of
epigenetic age acceleration (EAA) with cross-sectional and longitudinal depressive …