Generation of deep learning based virtual non-contrast CT using dual-layer dual-energy CT and its application to planning CT for radiotherapy

• Jungye Kim ,

  Contributed equally to this work with: Jungye Kim, Jimin Lee

  Roles Formal analysis, Writing – original draft

  Affiliation Department of Biomedical Engineering, Korea University, Seoul, Republic of Korea

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• Jimin Lee ,

  Contributed equally to this work with: Jungye Kim, Jimin Lee

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

  Affiliations Department of Nuclear Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea, Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea

  https://orcid.org/0000-0002-3049-5687

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• Bitbyeol Kim,

  Roles Data curation, Formal analysis

  Affiliation Department of Radiation Oncology, Seoul National University Hospital, Seoul, Republic of Korea

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• Sangwook Kim,

  Roles Data curation, Formal analysis

  Affiliation Department of Medical Biophysics, University of Toronto, Toronto, Canada

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• Hyeongmin Jin,

  Roles Data curation, Methodology

  Affiliation Department of Radiation Oncology, Seoul National University Hospital, Seoul, Republic of Korea

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• Seongmoon Jung

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

  * E-mail: smjung@kriss.re.kr

  Affiliations Department of Radiation Oncology, Seoul National University Hospital, Seoul, Republic of Korea, Division of Biomedical Metrology, Ionizing Radiation Group, Korea Research Institute of Standards and Science, Daejeon, Republic of Korea

  https://orcid.org/0000-0002-9483-158X

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