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Mariela D. Petkova

Princeton UniversityPrimary ORCID profile (0000-0001-9815-7871 · 7 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Mariela D. PetkovaiD7 papers · Harvard University

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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Chao Tang· 1 shared Feng LiuiD· 1 shared Jingxiang SheniD· 1 shared Yuhai TuiD· 1 shared

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2020-2020 · peak 1/yr

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Chao Tang

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1 paper

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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

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