Scaling up data curation using deep learning: An application to literature triage in genomic variation resources

• Kyubum Lee,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft

  Affiliation National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, Maryland, United States of America

  http://orcid.org/0000-0003-2015-3939

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• Maria Livia Famiglietti ,

  Contributed equally to this work with: Maria Livia Famiglietti, Aoife McMahon

  Roles Data curation, Resources, Validation

  Affiliation Swiss-Prot Group, SIB Swiss Institute of Bioinformatics, Geneva, Switzerland

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• Aoife McMahon ,

  Contributed equally to this work with: Maria Livia Famiglietti, Aoife McMahon

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

  Affiliation European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, United Kingdom

  http://orcid.org/0000-0003-0978-0309

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• Chih-Hsuan Wei,

  Roles Formal analysis, Resources, Software

  Affiliation National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, Maryland, United States of America

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• Jacqueline Ann Langdon MacArthur,

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

  Affiliation European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, United Kingdom

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• Sylvain Poux,

  Roles Data curation, Resources

  Affiliation Swiss-Prot Group, SIB Swiss Institute of Bioinformatics, Geneva, Switzerland

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• Lionel Breuza,

  Roles Data curation, Resources

  Affiliation Swiss-Prot Group, SIB Swiss Institute of Bioinformatics, Geneva, Switzerland

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• Alan Bridge,

  Roles Data curation, Resources

  Affiliation Swiss-Prot Group, SIB Swiss Institute of Bioinformatics, Geneva, Switzerland

  http://orcid.org/0000-0003-2148-9135

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• Fiona Cunningham,

  Roles Resources, Supervision

  Affiliation European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, United Kingdom

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• Ioannis Xenarios,

  Roles Resources, Supervision, Writing – review & editing

  Affiliations Center for Integrative Genomics, University of Lausanne, Lausanne Switzerland, Department of Chemistry and Biochemistry, University of Geneva, Geneva, Switzerland

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• Zhiyong Lu

  Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  * E-mail: zhiyong.lu@nih.gov

  Affiliation National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, Maryland, United States of America

  http://orcid.org/0000-0001-9998-916X

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