Author

Anup P. Challa

National Institutes of HealthORCID 0000-0002-8886-7308Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrew L. BeamiD· 1 shared David Michael AronoffiD· 1 shared Ethan S. LippmanniD· 1 shared Min SheniD· 1 shared Robert R. LavieriiD· 1 shared Tyler PeryeaiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Andrew L. BeamORCID

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1 paper

Recent·Most cited

BioinformaticsReproductive ToxicologyPeer-reviewedMay 16, 2020

Machine learning on drug-specific data to predict small molecule teratogenicity

Anup P. Challa, Andrew L. Beam, Min Shen…·David Michael Aronoff

This paper uses machine learning to predict small molecule teratogenicity from structural and bioactivity data, identifying chemical features associated with teratogenic risk.

29 citations

machine learning (classical)drug response / drug discovery

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