Template-aware network-collaboration model with hierarchical attention for major depressive disorder detection and biomarker discovery
Major Depressive Disorder (MDD) is a complex psychiatric illness characterized by distributed brain network alterations. Resting-state functional Magnetic Resonance Imaging (fMRI) offers a non-invasive probe of these functional disruptions, but its high-dimensional and subtle patterns necessitate computational decoding...