Author

Sudheesha Perera

National Institutes of HealthORCID 0000-0001-9674-7130Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:Drosophila· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

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Jung Min HaniD· 1 shared Vipul PeriwaliD· 1 shared Zeba WunderlichiD· 1 shared

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2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperSystems Biology

Jung Min HanORCID

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1 paper

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Systems BiologybioRxivPreprintMay 12, 2021

Mechanistic Gene Networks Inferred from Single-Cell Data are Better Predictors than Neural Networks.

Jung Min Han, Sudheesha Perera, Zeba Wunderlich, Vipul Periwal

The paper infers mechanistic gene networks from single-cell data and shows they outperform neural networks in predicting gene dynamics and knockout effects.

DOI 10.1101/2021.05.12.443819

DrosophilascRNA-seq

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