BrainOOD: out-of-distribution generalizable brain network analysis

• المؤلفون الرئيسيون: Xu, Jiaxing, Chen, Yongqiang, Dong, Xia, Lan, Mengcheng, Huang, Tiancheng, Bian, Qingtian, Cheng, James, Ke, Yiping
• مؤلفون آخرون: College of Computing and Data Science
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2025
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/182831

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...