Author

Chao Tang

Peking University

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Biology Disciplines

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Systems Biology· 1

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Organism:Drosophila· 1 Research Focus:gene regulatory network inference· 1

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Feng LiuiD· 1 shared Jingxiang SheniD· 1 shared Mariela D. Petkova· 1 shared Yuhai TuiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperSystems Biology

Feng LiuORCID

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Systems BiologybioRxivPreprintFeb 19, 2020

Deciphering gene regulation from gene expression dynamics using deep neural network

Jingxiang Shen, Mariela D. Petkova, Yuhai Tu…·Chao Tang

This paper uses a deep neural network to infer gene regulation networks from gene expression dynamics, demonstrating its ability to predict mutant behaviors and uncover regulatory mechanisms.

2 citations

Drosophilabulk RNA-seq