Image quality improvement of liver ultrasound using unsupervised deep learning

• Jaeyoung Huh ,

  Roles Data curation, Investigation, Methodology, Writing – original draft

  ¶☯ These authors contributed equally as first authors to this work.

  Affiliation Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

  https://orcid.org/0000-0002-2126-0763

  ⨯
• Joo Hyeok Choi ,

  Roles Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

  ¶☯ These authors contributed equally as first authors to this work.

  Affiliations Department of Radiology, Chung-Ang University Hospital, Seoul, South Korea, Chung-Ang University, College of Medicine, Seoul, South Korea

  ⨯
• Eun Sun Lee ,

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

  * E-mail: seraph377@gmail.com (ESL); jong.ye@kaist.ac.kr (JCY)

  ¶‡ These authors contributed equally as co-corresponding authors to this work.

  Affiliations Department of Radiology, Chung-Ang University Hospital, Seoul, South Korea, Chung-Ang University, College of Medicine, Seoul, South Korea

  https://orcid.org/0000-0003-0780-7985

  ⨯
• Jong Chul Ye ,

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

  * E-mail: seraph377@gmail.com (ESL); jong.ye@kaist.ac.kr (JCY)

  ¶‡ These authors contributed equally as co-corresponding authors to this work.

  Affiliations Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea, Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

  ⨯
• Jeong Eun Lee,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Radiology, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, South Korea

  https://orcid.org/0000-0001-9566-7489

  ⨯
• Hyun Jeong Park,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Radiology, Chung-Ang University Hospital, Seoul, South Korea, Chung-Ang University, College of Medicine, Seoul, South Korea

  ⨯
• Byung Ihn Choi

  Roles Writing – review & editing, Investigation

  Affiliation Department of Radiology, Chung-Ang University Hospital, Seoul, South Korea

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