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
• Other Authors: College of Computing and Data Science
• Format: Conference or Workshop Item
• Language: English
• Published: 2025
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/182831
• Institution: 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...