Deep autoencoder-based behavioral pattern recognition outperforms standard statistical methods in high-dimensional zebrafish studies

• Adrian J. Green ,

  Roles Conceptualization, Formal analysis, Methodology, Validation, Writing – original draft, Writing – review & editing

  * E-mail: ajgreen4@ncsu.edu

  Affiliations Bioinformatics Research Center, Department of Biological Sciences, NC State University, Raleigh, North Carolina, United States of America, Sciome LLC, Research Triangle Park, North Carolina, United States of America

  https://orcid.org/0000-0001-9429-1838

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• Lisa Truong,

  Roles Data curation, Investigation, Validation, Writing – review & editing

  Affiliation Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon, United States of America

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• Preethi Thunga,

  Roles Formal analysis, Writing – review & editing

  Affiliation Bioinformatics Research Center, Department of Biological Sciences, NC State University, Raleigh, North Carolina, United States of America

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• Connor Leong,

  Roles Investigation, Validation, Writing – review & editing

  Affiliation Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon, United States of America

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• Melody Hancock,

  Roles Formal analysis, Writing – review & editing

  Affiliation Bioinformatics Research Center, Department of Biological Sciences, NC State University, Raleigh, North Carolina, United States of America

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• Robyn L. Tanguay,

  Roles Funding acquisition, Resources, Supervision, 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 Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Bioinformatics Research Center, Department of Biological Sciences, NC State University, Raleigh, North Carolina, United States of America, Predictive Toxicology Branch, Division of Translational Toxicology, National Institute of Environmental Health Sciences, Durham, North Carolina, United States of America

  https://orcid.org/0000-0001-7815-6767

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