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Leveraging high-throughput screening data, deep neural networks, and conditional generative adversarial networks to advance predictive toxicology
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Adrian J. Green,
Roles Conceptualization, Formal analysis, Methodology, Project administration, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Biological Sciences, and the Bioinformatics Research Center, NC State University, Raleigh, North Carolina, United States of America
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Martin J. Mohlenkamp,
Roles Formal analysis, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing
Affiliation Department of Mathematics, Ohio University, Athens, Ohio, United States of America
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Jhuma Das,
Roles Formal analysis, Methodology, Software, Writing – review & editing
Affiliation Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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Meenal Chaudhari,
Roles Formal analysis, Methodology, Writing – review & editing
Affiliation Department of Computational Science and Engineering, North Carolina A&T State University, Greensboro, North Carolina, United States of America
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Lisa Truong,
Roles Data curation, Formal analysis, Investigation, Project administration, Writing – review & editing
Affiliation Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon, United States of America
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Robyn L. Tanguay,
Roles Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing
Affiliation Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon, United States of America
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David M. Reif
Roles Formal analysis, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing
* E-mail: dmreif@ncsu.edu
Affiliation Department of Biological Sciences, and the Bioinformatics Research Center, NC State University, Raleigh, North Carolina, United States of America
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https://orcid.org/0000-0001-9429-1838
Leveraging high-throughput screening data, deep neural networks, 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
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- Published: July 2, 2021
- https://doi.org/10.1371/journal.pcbi.1009135