2024

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures 

Scientific Reports

2023

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features 

arXiv

2022

Structural brain alterations associated with suicidal thoughts and behaviors in young people: results from 21 international studies from the ENIGMA Suicidal Thoughts and Behaviours consortium 

Molecular Psychiatry

2021

Brain correlates of suicide attempt in 18,925 participants across 18 international cohorts

Biological Psychiatry

ENIGMA‐Sleep: Challenges, opportunities, and the road map

Journal of Sleep Research 

2020

Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders.

JAMA Psychiatry

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group.

Molecular Psychiatry 

Subcortical shape alterations in major depressive disorder: Findings from the ENIGMA major depressive disorder working group.

Human Brain Mapping 

ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries.

Translational Psychiatry

White matter disturbances in major depressive disorder: a coordinated analysis across 20 international cohorts in the ENIGMA MDD working group.

Molecular Psychiatry 

Interactive impact of childhood maltreatment, depression, and age on cortical brain structure: mega-analytic findings from a large multi-site cohort.

Psychological Medicine 

2019

No Alterations of Brain Structural Asymmetry in Major Depressive Disorder: An ENIGMA Consortium Analysis.

The American Journal of Psychiatry