In submission

British Journal of Psychiatry

Neurobiological Correlates of Trauma Timing: Clustering-Based Differentiation of Childhood and Adulthood-Onset Trauma

Nachum S, Zhang C , Peng K , Neria Y, Zilcha-Mano S, Zhu X

Translational Psychiatry

Sex-Specific Effects of Adverse Childhood Experiences on Adolescent Brain Development: Insights from the ABCD Study

Peng K , Zhang C , Neria Y, Zilcha-Mano S, Zhu X

In submission

Quantifying Cognitive Reserve Through a Formative Framework

Varangis E, Habeck CM, Zhu X, Coors A, Stern Y, Lee S

(In submission)

A Denoising Variational Autoencoder for the Diagnosis of Autism Based on Resting-State fMRI

Zheng X, Ravid O, Barry AJ, Kim Y, Wang Q, Kim Y, Zhu X, He X

BMC Medicine

Infant Subcortical Brain Volumes Associated with Maternal Obesity and Diabetes: A Large Multicohort Human Study

Alex et al.

(In submission)

Data-Driven Biotype Identification in OCD: Insights from DVAE-based Normative Modeling

Huang et al.

2025

Guide to Equine Assisted Therapy

Discovering Brain Based Mechanisms and Predictors of Clinical Outcomes of EAT for Patients with PTSD

Neria Y, Zhu X , Fisher P, Prasad N, Hamilton AJ

American Journal of Psychotherapy

Does Psychotherapy of PTSD Decrease Anger? An Exploratory Study

Markowitz JC, Tao B, Lu J, Zhu X

Cognitive Neuroscience and Neuroimaging

Resting-state functional connectivity of the amygdala and hippocampus in PTSD – results from the PGC-ENIGMA PTSD working group.

Hinojosa et al.

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

Volumetric Differences of Thalamic Nuclei are Associated with Post-Trauma Psychopathology

Steele et al.

NeuroImage

Image-based meta-and mega-analysis (IBMMA): A unified framework for large-scale, multi-site, neuroimaging data analysis

Steele et al.

Network Neuroscience

Disrupted Intra-Thalamic and Thalamo-Cortical Structural Covariance Networks in Posttraumatic Stress Disorder

N Steele, A Hussain, D Sun et al.

Biological Psychiatry: Cognitive Neuroscience and NeuroImaging

Structural covariance of early visual cortex is negatively associated with PTSD symptoms: A Mega-Analysis from the ENIGMA PTSD workgroup

Harnett NG, Joshi S, Kumar P, et al.

Frontiers in Psychiatry

Editorial: Women in psychiatry 2024: computational psychiatry

Zhang C , Andreea OD, Zhu X

Nature Communications

Neural correlates of human fear conditioning and sources of variability in 2199 individuals

Radua J, Savage HS, Vilajosana E, et al.

European Psychiatry

A whole-brain voxel-based analysis of structural abnormalities in PTSD: An ENIGMA-PGC study

See CRZ, Si S, Baird CL, et al.

Journal of Alzheimer’s Disease

Neural flexibility is higher in Alzheimer’s disease and predicts Alzheimer’s disease transition

Varangis E, Liu J, Miao Y, Zhu X, Stern Y, Lee S

npj Parkinson’s Disease

Apathy self-awareness and its neural correlates in Parkinson’s Disease

Conn H, Suzuki H, Jin Z, Marin A, Zhu X, Lee S, Huey E, Radakovic R, Heilbronner SR, Vanegas-Arroyave N

npj Science of Learning

Using Virtual Reality to Study Spatial Mapping and Threat Learning

Marino C, Rjabtsenkov P, Sharp C, Ali Z, Pineda E, Bavdekar S, Garg T, Jordan K, Halvorsen M, Aponte C, Blue J, Zhu X, Suarez-Jimenez B

Human Brain Mapping

Data-driven approach to dynamic resting state functional connectivity in post-traumatic stress disorder: An ENIGMA-PGC PTSD study

Tomas et al.

Psychological Medicine

PTSD subtypes and their underlying neural biomarkers: A systematic review

Zhang C, Haim-Nachum S, Prasad N, Suarez-Jimenez B, Zilcha-Mano S, Lazarov A, Neria Y, Zhu X

2024

Machine Learning for Healthcare

Network-Assisted Mediation Analysis with Neuroimaging Mediators

Shi B, Liu Y, Xie S, Zhu X, Wang Y

Human Brain Mapping

Data-driven approach to dynamic resting state functional connectivity in post-traumatic stress disorder: An ENIGMA-PGC PTSD study

Tomas et al.

Psychedelics

Single-Dose Psilocybin Alters Resting State Functional Networks in Patients with Body Dysmorphic Disorder

Zhu X, Zhang C, Hellerstein D, Feusner JD, Wheaton MG, Gomez G, Schneier F

npj Mental Health Research

Childhood Maltreatment Classification Approaches and their Associations with Trauma-Related Psychopathologies

Haim-Nachum S, Amsalem D, Lazarov A, Soraya S, Neria Y, Zhu X

Journal of Neuroscience

Altered hierarchical gradients of intrinsic neural timescales in mild cognitive impairment and Alzheimer's disease

Zhang A, Wengler K, Zhu X, Horga G, Goldberg TE, Lee S, and For Alzheimer's Disease Neuroimaging Initiative

Frontiers in Psychiatry

Explaining Deep Learning-Based Representations of Resting State Functional Connectivity Data: Focusing on Interpreting Nonlinear Patterns in Autism Spectrum Disorder

Kim Y, Ravid O, Zhang X, Kim Y, Neria Y, Lee S, He X, Zhu X

Data Science in Science

Model Selection for Exposure-Mediator Interaction

Li R, Zhu X, Lee S

Molecular Psychiatry

White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group

Kim BG, Kim G, Abe Y, et al.