BrainOOD: out-of-distribution generalizable brain network analysis

• Main Authors: Xu, Jiaxing, Chen, Yongqiang, Dong, Xia, Lan, Mengcheng, Huang, Tiancheng, Bian, Qingtian, Cheng, James, Ke, Yiping
• 其他作者: College of Computing and Data Science
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2025
• 主題: Computer and Information Science
• 在線閱讀: https://hdl.handle.net/10356/182831
• 機構: Nanyang Technological University

In neuroscience, identifying distinct patterns linked to neurological disorders, such as Alzheimer’s and Autism, is critical for early diagnosis and effective intervention. Graph Neural Networks (GNNs) have shown promising in analyzing brain networks, but there are two major challenges in using GNNs...