Analysis of peritumoral hyperintensity on pre-operative T2-weighted MR images in glioblastoma: Additive prognostic value of Minkowski functionals

• Yangsean Choi,

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

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

  http://orcid.org/0000-0003-1674-7101

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• Kook Jin Ahn ,

  Roles Conceptualization, Investigation, Project administration, Resources, Software, Supervision, Writing – review & editing

  * E-mail: ahn-kj@catholic.ac.kr

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

  http://orcid.org/0000-0001-6081-7360

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• Yoonho Nam,

  Roles Data curation, Formal analysis, Visualization

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

  ⨯
• Jinhee Jang,

  Roles Methodology, Resources, Supervision

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

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• Na-Young Shin,

  Roles Data curation, Project administration

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

  ⨯
• Hyun Seok Choi,

  Roles Conceptualization, Supervision

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

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• So-Lyung Jung,

  Roles Supervision

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

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• Bum-soo Kim

  Roles Supervision

  Affiliation Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea

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