Article

Transcriptome Graph Transformer--A Graph Transformer-Based Unsupervised Model for Transcriptome Data Analysis

2026-01-09

Abstract excerpt

<title>Abstract</title> <p>Background: Rapidly growing transcriptomic datasets pose challenges for traditional analytical methods, which struggle with high dimensionality, heterogeneity, and nonlinear gene relationships. Existing deep learning models often require fixed-length inputs and fail to integrate biological network information. <h4>Methods:</h4> We introduce Transcriptome Graph Transformer (TGT), an unsu...

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Literature Corpus work: 65c1c13f-991d-5565-83ea-c4dc1c79edeb
DOI: 10.21203/rs.3.rs-8244458/v1

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