Author

Yuanyuan Gao

Fred Hutch Cancer Center

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1 Assay:scRNA-seq· 1

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Wei SuniD· 1 shared Zhexiao LiniD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Wei SunORCID

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1 paper

Recent·Most cited

Supervised Deep Learning with Gene Annotation for Cell Classification

Zhexiao Lin, Yuanyuan Gao, Wei Sun

The paper introduces SDAN, a deep learning method that integrates gene annotations with scRNA-seq data to improve cell classification and gene set identification, outperforming existing methods in three applications.

bioRxiv · Jul 15, 2024 · PreprintBioinformatics