Y. Ekiz

Multi-view Graph Neural Network Guided Transformer for Cell-Type Annotation

Graph neural networks (GNNs) provide an effective mechanism for enhancing transformer representations by modeling relational structures that sequence-based models cannot directly capture. In this study, a multiview graph neural network enhanced transformer architecture is proposed for cell-type annotation in single-cel...