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Renzhou Gui

College of Electronic and Information Engineering, Tongji University, 4800 Cao'an Highway, 201804, Shanghai, China. Electronic address: rzgui@tongji.edu.cn.

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AUG 17, 2026 · JOURNAL ARTICLE

Domain adversarial transfer graph deep learning: A cross-site MDD fMRI data analysis framework.

Psychiatry Research. Neuroimaging

A methodological development study demonstrating a machine learning framework for depression classification using multi-site fMRI data, with validation on external data but no clinical outcome measure or direct comparison to clinical diagnosis.

PreliminaryJian Yan Renzhou Gui Major Depressive Disorder

Study details

DesignMethodological development with multi-site…

InterventionDomain-adversarial graph deep learning fram…

ComparatorDirect transfer method; existing models (un…

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