Area of research
Cognitive Neuroscience · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Functional Brain Connectivity Studies, Advanced Neuroimaging Techniques and Applications, Bipolar Disorder and Treatment, and Genetic Associations and Epidemiology.
Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model
Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
ENIGMA-Chronic Pain: a worldwide initiative to identify brain correlates of chronic pain
Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries
White matter microstructure in obesity and bipolar disorders: an ENIGMA bipolar disorder working group study in 2186 individuals
Mega-analysis of association between obesity and cortical morphology in bipolar disorders: ENIGMA study in 2832 participants
Harmonization of multi-scanner in vivo magnetic resonance spectroscopy: ENIGMA consortium task group considerations
Local molecular and global connectomic contributions to cross-disorder cortical abnormalities
Site effects how-to and when: An overview of retrospective techniques to accommodate site effects in multi-site neuroimaging analyses
Cross disorder comparisons of brain structure in schizophrenia, bipolar disorder, major depressive disorder, and 22q11.2 deletion syndrome: A review of <scp>ENIGMA</scp> findings
A comparison of methods to harmonize cortical thickness measurements across scanners and sites
Remodeling of the Cortical Structural Connectome in Posttraumatic Stress Disorder: Results From the ENIGMA-PGC Posttraumatic Stress Disorder Consortium
Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years
Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years
Structural brain imaging studies offer clues about the effects of the shared genetic etiology among neuropsychiatric disorders
Longitudinal Structural Brain Changes in Bipolar Disorder: A Multicenter Neuroimaging Study of 1232 Individuals by the ENIGMA Bipolar Disorder Working Group
A <scp>meta‐analysis</scp> of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the <scp>ENIGMA Consortium</scp>
Effects of copy number variations on brain structure and risk for psychiatric illness: Large‐scale studies from the<scp>ENIGMA</scp>working groups on<scp>CNVs</scp>
Association between body mass index and subcortical brain volumes in bipolar disorders–ENIGMA study in 2735 individuals
1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans
Diagnosis of bipolar disorders and body mass index predict clustering based on similarities in cortical thickness—ENIGMA study in 2436 individuals
The genetic architecture of the human cerebral cortex
ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries
Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group
What we learn about bipolar disorder from large‐scale neuroimaging: Findings and future directions from the <scp>ENIGMA</scp> Bipolar Disorder Working Group
Greater male than female variability in regional brain structure across the lifespan
Subcortical shape alterations in major depressive disorder: Findings from the ENIGMA major depressive disorder working group
Genetic correlations and genome-wide associations of cortical structure in general population samples of 22,824 adults
ENIGMA‐DTI: Translating reproducible white matter deficits into personalized vulnerability metrics in cross‐diagnostic psychiatric research
In vivo hippocampal subfield volumes in bipolar disorder—A mega‐analysis from The Enhancing Neuro Imaging Genetics through <scp>Meta‐Analysis</scp> Bipolar Disorder Working Group