Author

Yan Xia

Carnegie Mellon UniversityORCID 0000-0002-2203-467XUnclaimed ORCID profile · follow to get notified of new preprints

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Yan Xia6 papers · Inner Mongolia University

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Amanda Katherina HerbrandiD· 1 shared Carlos Jaime CamachoiD· 1 shared Evelyn Süß· 1 shared Jason E. GestwickiiD· 1 shared Jeffrey L. BrodskyiD· 1 shared Nicolas A PaboniD· 1 shared Ricardo M. BiondiiD· 1 shared Samuel K. EstabrooksiD· 1 shared

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2018-2018 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Amanda Katherina HerbrandORCID

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1 paper

Recent·Most cited

GenomicsPLoS Computational BiologyPeer-reviewedDec 7, 2018

Predicting protein targets for drug-like compounds using transcriptomics

Nicolas A Pabon, Yan Xia, Samuel K. Estabrooks…·Ziv Bar‐Joseph

The paper develops a pipeline to predict protein targets for drug-like compounds using transcriptomics and machine learning, achieving 26% top-10 accuracy on FDA-approved drugs.

72 citationstop 3%

humanbulk RNA-seq

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