Data-driven learning of structure augments quantitative prediction of biological responses

• Yuanchi Ha,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America, Center for Quantitative Biodesign, Duke University, Durham, North Carolina, United States of America

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• Helena R. Ma,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America, Center for Quantitative Biodesign, Duke University, Durham, North Carolina, United States of America

  https://orcid.org/0000-0003-3659-7948

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• Feilun Wu,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America

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• Andrea Weiss,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America

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• Katherine Duncker,

  Roles Data curation

  Affiliations Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America, Center for Quantitative Biodesign, Duke University, Durham, North Carolina, United States of America

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• Helen Z. Xu,

  Roles Data curation

  Affiliation Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America

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• Jia Lu,

  Roles Validation

  Affiliations Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America, Center for Quantitative Biodesign, Duke University, Durham, North Carolina, United States of America

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• Max Golovsky,

  Roles Validation

  Affiliation Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America

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• Daniel Reker,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America, Center for Quantitative Biodesign, Duke University, Durham, North Carolina, United States of America

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• Lingchong You

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: you@duke.edu

  Affiliations Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America, Center for Quantitative Biodesign, Duke University, Durham, North Carolina, United States of America, Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, United States of America

  https://orcid.org/0000-0003-3725-4007

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