BioinformaticsMedical Image AnalysisPeer-reviewed
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…·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.
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