Integrating deep learning with microfluidics for biophysical classification of sickle red blood cells adhered to laminin

• Niksa Praljak ,

  Contributed equally to this work with: Niksa Praljak, Shamreen Iram

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

  Affiliations Department of Physics, Case Western Reserve University, Cleveland, Ohio, United States of America, Department of Physics, Cleveland State University, Cleveland, Ohio, United States of America

  https://orcid.org/0000-0002-8543-1285

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• Shamreen Iram ,

  Contributed equally to this work with: Niksa Praljak, Shamreen Iram

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

  Affiliation Department of Physics, Case Western Reserve University, Cleveland, Ohio, United States of America

  https://orcid.org/0000-0002-4354-7407

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• Utku Goreke,

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

  Affiliation Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, Ohio, United States of America

  https://orcid.org/0000-0001-7973-9120

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• Gundeep Singh,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Physics, Case Western Reserve University, Cleveland, Ohio, United States of America

  https://orcid.org/0000-0001-8104-6016

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• Ailis Hill,

  Roles Data curation, Formal analysis, Resources

  Affiliation Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, Ohio, United States of America

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• Umut A. Gurkan ,

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

  * E-mail: umut@case.edu (UAG); mxh605@case.edu (MH)

  Affiliations Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, Ohio, United States of America, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, United States of America

  https://orcid.org/0000-0002-0331-9960

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• Michael Hinczewski

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: umut@case.edu (UAG); mxh605@case.edu (MH)

  Affiliation Department of Physics, Case Western Reserve University, Cleveland, Ohio, United States of America

  https://orcid.org/0000-0003-2837-7697

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