Transformer with Convolution and Graph-Node co-embedding: An accurate and interpretable vision backbone for predicting gene expressions from local histopathological image
Xiao Xiao, Yan Kong, Rong-Han Li, Zuoheng Wang, Hui Juan Lu
This paper introduces TCGN, a deep learning model that integrates CNN, GNN, and transformer for gene expression prediction from histopathological images, achieving higher accuracy and interpretability.
Medical Image Analysis · Nov 20, 2023Peer-reviewedBioinformatics