Utility of adding Radiomics to clinical features in predicting the outcomes of radiotherapy for head and neck cancer using machine learning

• Tarun Gangil ,

  Contributed equally to this work with: Tarun Gangil, Krishna Sharan, Krishnamoorthy Palanisamy, Rajagopal Kadavigere

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

  Affiliation Department of Radiotherapy and Oncology, Kasturba Medical College-Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India

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• Krishna Sharan ,

  Contributed equally to this work with: Tarun Gangil, Krishna Sharan, Krishnamoorthy Palanisamy, Rajagopal Kadavigere

  Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Radiotherapy and Oncology, Kasturba Medical College-Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India

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• B. Dinesh Rao ,

  Roles Methodology, Resources, Supervision, Writing – review & editing

  ¶‡ BDR and BC also contributed equally to this work.

  Affiliation Manipal School of Information Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India

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• Krishnamoorthy Palanisamy ,

  Contributed equally to this work with: Tarun Gangil, Krishna Sharan, Krishnamoorthy Palanisamy, Rajagopal Kadavigere

  Roles Methodology, Software, Supervision, Writing – review & editing

  Affiliation Philips Research India, Bangalore, Karnataka, India

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• Biswaroop Chakrabarti ,

  Roles Funding acquisition, Writing – review & editing

  ¶‡ BDR and BC also contributed equally to this work.

  Affiliation Philips Research India, Bangalore, Karnataka, India

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• Rajagopal Kadavigere

  Contributed equally to this work with: Tarun Gangil, Krishna Sharan, Krishnamoorthy Palanisamy, Rajagopal Kadavigere

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

  * E-mail: rajarad@gmail.com

  Affiliation Department of Radiology, Kasturba Medical College-Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India

  https://orcid.org/0000-0003-3486-8740

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