no code implementations • 2 May 2023 • Jinlong Hu, Yangmin Huang, Nan Wang, Shoubin Dong
In this paper, we focused on pre-training methods with Transformer networks to leverage existing unlabeled data for brain functional network classification.
1 code implementation • 28 Mar 2023 • Jinlong Hu, Yangmin Huang, Shoubin Dong
In this paper, we proposed a novel Transformer and snowball encoding networks (TSEN) for brain functional network classification, which introduced Transformer architecture with graph snowball connection into GNNs for learning whole-graph representation.