Author

Robyn L. Tanguay

Oregon State University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1 Organism:zebrafish· 1

Frequent Co-Authors

Adrian J. GreeniD· 1 shared David M. ReifiD· 1 shared Jhuma DasiD· 1 shared Lisa TruongiD· 1 shared Martin J. MohlenkampiD· 1 shared Meenal ChaudhariiD· 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

Adrian J. GreenORCID

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1 paper

Recent·Most cited

Leveraging High-Throughput Screening Data and Conditional Generative Adversarial Networks to Advance Predictive Toxicology

Adrian J. Green, Martin J. Mohlenkamp, Jhuma Das, Meenal Chaudhari, Lisa Truong, Robyn L. Tanguay, David M. Reif

The paper uses a conditional GAN and toxicity data to predict chemical toxicity, achieving higher sensitivity than a regression model but lower specificity.

bioRxiv · Oct 2, 2020 · PreprintBioinformatics