Browsing UTSA Faculty and Staff Works by Author "Zhang, Ting-He"

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Transformer for Gene Expression Modeling (T-GEM): An Interpretable Deep Learning Model for Gene Expression-Based Phenotype Predictions

Zhang, Ting-He; Hasib, Md Musaddaqul; Chiu, Yu-Chiao; Han, Zhi-Feng; Jin, Yu-Fang; Flores, Mario; Chen, Yidong; Huang, Yufei (2022-09-29)

Deep learning has been applied in precision oncology to address a variety of gene expression-based phenotype predictions. However, gene expression data's unique characteristics challenge the computer vision-inspired design ...