Isomorphic samples We are fully aware of the presence of isomorphic samples within the dataset. We knowingly include these samples, not only for completeness, but importantly because the sample graphs ...

Graph representation learning is a fundamental research theme and can be generalized to benefit multiple downstream tasks from the node and link levels to the higher graph level. In practice, it is ...

This study designs an Anatomical Relationship and Isomorphic Graph approximation guided Graph Convolutional Network for ASPECTS scoring on NCCT. Firstly, we propose a node construction guided by ...