Author

Amanda Katherina Herbrand

University Hospital FrankfurtORCID 0000-0002-4345-8199Unclaimed ORCID profile · follow to get notified of new preprints

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

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 Victoria A. Assimon· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Carlos Jaime CamachoORCID

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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