Diagnostic performance of deep learning-based automatic white matter hyperintensity segmentation for classification of the Fazekas scale and differentiation of subcortical vascular dementia

• Leehi Joo ,

  Contributed equally to this work with: Leehi Joo, Woo Hyun Shim

  Roles Formal analysis, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Department of Radiology, Korea University Guro Hospital, Seoul, Republic of Korea

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• Woo Hyun Shim ,

  Contributed equally to this work with: Leehi Joo, Woo Hyun Shim

  Roles Data curation, Resources

  Affiliation Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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• Chong Hyun Suh ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Validation

  * E-mail: chonghyunsuh@amc.seoul.kr

  Affiliation Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

  https://orcid.org/0000-0002-4737-0530

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• Su Jin Lim,

  Roles Writing – original draft

  Affiliation Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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• Hwon Heo,

  Roles Data curation, Formal analysis, Writing – review & editing

  Affiliation Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Ulsan, Republic of Korea

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• Woo Seok Kim,

  Roles Data curation

  Affiliation Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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• Eunpyeong Hong,

  Roles Software, Writing – review & editing

  Affiliation VUNO Inc., Seoul, Republic of Korea

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• Dongsoo Lee,

  Roles Software, Writing – review & editing

  Affiliation VUNO Inc., Seoul, Republic of Korea

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• Jinkyeong Sung,

  Roles Software, Writing – review & editing

  Affiliation VUNO Inc., Seoul, Republic of Korea

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• Jae-Sung Lim,

  Roles Writing – review & editing

  Affiliation Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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• Jae-Hong Lee,

  Roles Writing – review & editing

  Affiliation Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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• Sang Joon Kim

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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