Author

Robert R. Lavieri

Vanderbilt University Medical CenterORCID 0000-0002-1908-5281Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Andrew L. BeamiD· 1 shared Anup P. ChallaiD· 1 shared David Michael AronoffiD· 1 shared Ethan S. LippmanniD· 1 shared Min SheniD· 1 shared Tyler PeryeaiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Andrew L. BeamORCID

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1 paper

Recent·Most cited

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

Anup P. Challa, Andrew L. Beam, Min Shen, Tyler Peryea, Robert R. Lavieri, Ethan S. Lippmann, 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.

Reproductive Toxicology · May 16, 2020Peer-reviewedBioinformatics