Viable and necrotic tumor assessment from whole slide images of osteosarcoma using machine-learning and deep-learning models

• Harish Babu Arunachalam ,

  Contributed equally to this work with: Harish Babu Arunachalam, Rashika Mishra

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

  Affiliation The University of Texas at Dallas, Richardson, TX, United States of America

  http://orcid.org/0000-0001-8143-4107

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• Rashika Mishra ,

  Contributed equally to this work with: Harish Babu Arunachalam, Rashika Mishra

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft

  Affiliation The University of Texas at Dallas, Richardson, TX, United States of America

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• Ovidiu Daescu ,

  Roles Data curation, Formal analysis, Supervision, Validation, Writing – original draft

  * E-mail: daescu@utdallas.edu

  Affiliation The University of Texas at Dallas, Richardson, TX, United States of America

  http://orcid.org/0000-0002-0278-4174

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• Kevin Cederberg,

  Roles Validation, Writing – review & editing

  Affiliations The University of Texas Southwestern Medical Center, Dallas, TX, United States of America, Children’s Medical Center, Dallas, TX, United States of America

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• Dinesh Rakheja,

  Roles Data curation, Validation, Writing – review & editing

  Affiliations The University of Texas Southwestern Medical Center, Dallas, TX, United States of America, Children’s Medical Center, Dallas, TX, United States of America

  http://orcid.org/0000-0001-6888-7902

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• Anita Sengupta,

  Roles Data curation, Validation, Writing – review & editing

  Affiliations The University of Texas Southwestern Medical Center, Dallas, TX, United States of America, Children’s Medical Center, Dallas, TX, United States of America

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• David Leonard,

  Roles Formal analysis, Validation, Writing – original draft

  Affiliation Children’s Medical Center, Dallas, TX, United States of America

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• Rami Hallac,

  Roles Validation, Writing – review & editing

  Affiliation Children’s Medical Center, Dallas, TX, United States of America

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• Patrick Leavey

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Supervision, Validation, Writing – original draft

  Affiliations The University of Texas Southwestern Medical Center, Dallas, TX, United States of America, Children’s Medical Center, Dallas, TX, United States of America

  http://orcid.org/0000-0002-0541-2536

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