Interpretable Multimodality Embedding of Cerebral Cortex Using Attention Graph Network for Identifying Bipolar Disorder
Huzheng Yang, Xiaoxiao Li, Yifan Wu, Siyi Li, Su Lu, James S. Duncan, James C. Gee, Shi Gu
This paper develops an Edge-weighted Graph Attention Network to classify Bipolar Disorder from healthy controls using structural and functional brain data, achieving improved accuracy and F1-score.
Lecture notes in computer science · Jan 1, 2019Peer-reviewedNeuroscience