Xianwei Guo

MAMGL: A memory-augmented meta-graph learning framework for adolescent major depression disorder diagnosis

This paper introduces BrainMetaGCN, a memory-augmented graph learning framework for AMDD diagnosis using rs-fMRI, achieving better performance than baseline models.

Neural Timescale of Adolescents Major Depressive Disorder

This study identifies altered neural timescales in adolescents with major depressive disorder, linking them to clinical symptoms and neurobiological mechanisms.