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Open Access
Peer-reviewed
Research Article
Multi-scale inference of genetic trait architecture using biologically annotated neural networks
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Pinar Demetci ,
Contributed equally to this work with: Pinar Demetci, Wei Cheng
Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations Department of Computer Science, Brown University, Providence, Rhode Island, United States of America, Center for Computational Molecular Biology, Brown University, Providence, Rhode Island, United States of America
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Wei Cheng ,
Contributed equally to this work with: Pinar Demetci, Wei Cheng
Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations Center for Computational Molecular Biology, Brown University, Providence, Rhode Island, United States of America, Department of Ecology and Evolutionary Biology, Brown University, Providence, Rhode Island, United States of America
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Gregory Darnell,
Roles Investigation, Validation, Writing – original draft, Writing – review & editing
Affiliation Center for Computational Molecular Biology, Brown University, Providence, Rhode Island, United States of America
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Xiang Zhou,
Roles Data curation, Funding acquisition, Resources, Supervision, Writing – original draft, Writing – review & editing
Affiliations Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, United States of America
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Sohini Ramachandran,
Roles Data curation, Funding acquisition, Resources, Supervision, Writing – original draft, Writing – review & editing
Affiliations Department of Computer Science, Brown University, Providence, Rhode Island, United States of America, Center for Computational Molecular Biology, Brown University, Providence, Rhode Island, United States of America, Department of Ecology and Evolutionary Biology, Brown University, Providence, Rhode Island, United States of America
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Lorin Crawford
Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing
* E-mail: lcrawford@microsoft.com
Affiliations Center for Computational Molecular Biology, Brown University, Providence, Rhode Island, United States of America, Microsoft Research New England, Cambridge, Massachusetts, United States of America, Department of Biostatistics, Brown University, Providence, Rhode Island, United States of America
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Multi-scale inference of genetic trait architecture using biologically annotated neural networks
- Pinar Demetci,
- Wei Cheng,
- Gregory Darnell,
- Xiang Zhou,
- Sohini Ramachandran,
- Lorin Crawford
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- Published: August 19, 2021
- https://doi.org/10.1371/journal.pgen.1009754