Author

Siyuan Shen

Xinjiang UniversityORCID 0009-0005-4124-8672Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Assay:proteomics· 1

Frequent Co-Authors

Hui LiuiD· 1 shared Jinxian WangiD· 1 shared Lei DengiD· 1 shared Xuejun LiuiD· 1 shared

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2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Hui LiuORCID

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1 paper

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BioinformaticsBriefings in BioinformaticsPeer-reviewedSep 8, 2021

DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations

Jinxian Wang, Xuejun Liu, Siyuan Shen…·Hui Liu

DeepDDS uses a graph neural network with attention to predict synergistic drug combinations, outperforming existing methods on benchmark and independent test data.

267 citationstop 1%

proteomicsdeep learning

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