2025

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

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

npj Science of Learning

Using Virtual Reality to Study Spatial Memory 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

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

Machine Learning for Healthcare

Network-Assisted Mediation Discovery with Neuroimaging Mediators

Li R, Zhu X, Lee S

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.