Advancing patient care: Machine learning models for predicting grade 3+ toxicities in gynecologic cancer patients treated with HDR brachytherapy

• Andres Portocarrero-Bonifaz ,

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

  * E-mail: aportocarrerob@pucp.edu.pe

  Affiliations Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America, Department of Radiation Oncology, Mayo Clinic, Jacksonville, Florida, United States of America

  https://orcid.org/0000-0002-5928-3020

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• Salman Syed,

  Roles Data curation, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

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• Maxwell Kassel,

  Roles Data curation, Methodology, Software, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

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• Grant W. McKenzie,

  Roles Data curation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

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• Vishwa M. Shah,

  Roles Data curation, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Division of Gynecologic Oncology, Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, California, United States of America

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• Bryce M. Forry,

  Roles Data curation, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

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• Jeremy T. Gaskins,

  Roles Data curation, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Bioinformatics and Biostatistics, University of Louisville School of Public Health and Information Sciences, Louisville, Kentucky, United States of America

  https://orcid.org/0000-0002-6284-3404

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• Keith T. Sowards,

  Roles Conceptualization, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

  https://orcid.org/0009-0000-0852-1976

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• Thulasi Babitha Avula,

  Roles Data curation, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

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• Adrianna Masters,

  Roles Data curation, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

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• Jose G. Schneider,

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

  Affiliation Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America

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• Scott R. Silva

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

  Affiliation Department of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, United States of America

  https://orcid.org/0000-0002-6028-3685

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