High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection

• Angel Cruz-Roa ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: aacruz@unillanos.edu.co

  Affiliations School of Engineering, Universidad de los Llanos, Villavicencio, Meta, Colombia, Dept. of Computing Systems and Industrial Engineering, Universidad Nacional de Colombia, Bogotá, Cundinamarca, Colombia

  http://orcid.org/0000-0003-3389-8913

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• Hannah Gilmore,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation University Hospitals Case Medical Center, Cleveland, OH, United States of America

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• Ajay Basavanhally,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Inspirata Inc., Tampa, FL, United States of America

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• Michael Feldman,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Hospital of the University of Pennsylvania, Philadelphia, PA, United States of America

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• Shridar Ganesan,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Cancer Institute of New Jersey, New Brunswick, NJ, United States of America

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• Natalie Shih,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Hospital of the University of Pennsylvania, Philadelphia, PA, United States of America

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• John Tomaszewski,

  Roles Data curation, Writing – review & editing

  Affiliation University at Buffalo, The State University of New York, Buffalo, NY, United States of America

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• Anant Madabhushi,

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

  Affiliation Case Western Reserve University, Cleveland, OH, United States of America

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• Fabio González

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Dept. of Computing Systems and Industrial Engineering, Universidad Nacional de Colombia, Bogotá, Cundinamarca, Colombia

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