Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study

• Main Authors: Tongtong Li (Author), Yuhui Guo (Author), Ziyang Zhao (Author), Miao Chen (Author), Qiang Lin (Author), Xiping Hu (Author), Zhijun Yao (Author), Bin Hu (Author)
• 格式: 图书
• 出版: IEEE, 2024-01-01T00:00:00Z.
• 主题: article
• 在线阅读: Connect to this object online.

Depression ranks among the most prevalent mood-related psychiatric disorders. Existing clinical diagnostic approaches relying on scale interviews are susceptible to individual and environmental variations. In contrast, the integration of neuroimaging techniques and computer science has provided comp...