Author

Ruth Angela Roberts

University of BirminghamORCID 0000-0002-7763-7558Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:rat· 1

Frequent Co-Authors

Weida TongiD· 1 shared Xi CheniD· 1 shared Zhichao LiuiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Weida TongORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedNov 6, 2023

AnimalGAN: A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment

Xi Chen, Ruth Angela Roberts, Zhichao Liu, Weida Tong

AnimalGAN generates synthetic rat clinical pathology data to assess drug hepatotoxicity, outperforming traditional methods and aligning with human population findings.

65 citationstop 1%

ratdeep learning

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