Huaning Wang

Redefining and subtyping of major depression based on brain functional connectivity signatures with high generalization: an ensemble hybrid framework

This paper proposes a deep learning framework to subtype major depression using brain functional connectivity, achieving 75% generalization accuracy across multiple sites.

Reproducible abnormalities of functional gradient reliably predict clinical and cognitive symptoms in schizophrenia

The paper identifies reproducible functional gradient abnormalities in schizophrenia that correlate with clinical and cognitive symptom severity using resting-state fMRI data.