Cross-Domain Identification of Multisite Major Depressive Disorder Using End-to-End Brain Dynamic Attention Network

• Main Authors: Xue Yuan (Author), Maozhou Chen (Author), Peng Ding (Author), Anan Gan (Author), Anmin Gong (Author), Zhaosong Chu (Author), Wenya Nan (Author), Yunfa Fu (Author), Yuqi Cheng (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Establishing objective and quantitative imaging markers at individual level can assist in accurate diagnosis of Major Depressive Disorder (MDD). However, the clinical heterogeneity of MDD and the shift to multisite data decreased identification accuracy. To address these issues, the Brain Dynamic At...