Deep learning-based arterial waveform analysis for predicting postoperative cerebrovascular events in pediatric patients with Moyamoya disease

• Jung-Bin Park ,

  Roles Conceptualization, Investigation, Methodology, Writing – original draft

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

  Affiliation Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, College of Medicine, Seoul National University, Republic of Korea

  ⨯
• Youmin Shin ,

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

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

  Affiliations Department of Transdisciplinary Medicine, Seoul National University Hospital, Republic of Korea, Interdisciplinary Program in Bio-engineering, Seoul National University, Republic of Korea

  ⨯
• Jihun Kim,

  Roles Data curation, Formal analysis, Methodology

  Affiliations Department of Transdisciplinary Medicine, Seoul National University Hospital, Republic of Korea, Department of Applied Bio-engineering, Seoul National University, Republic of Korea

  ⨯
• Yoon Jung Kim,

  Roles Investigation

  Affiliation Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, College of Medicine, Seoul National University, Republic of Korea

  ⨯
• Seung-Bo Lee,

  Roles Supervision

  Affiliation Department of Medical Informatics, Keimyung University School of Medicine, Republic of Korea

  https://orcid.org/0000-0002-6817-5793

  ⨯
• Eun-Hee Kim,

  Roles Investigation

  Affiliation Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, College of Medicine, Seoul National University, Republic of Korea

  ⨯
• Joo Whan Kim,

  Roles Resources

  Affiliation Department of Neurosurgery, Seoul National University Hospital, College of Medicine, Seoul National University, Republic of Korea

  ⨯
• Seung-Ki Kim,

  Roles Resources

  Affiliation Department of Neurosurgery, Seoul National University Hospital, College of Medicine, Seoul National University, Republic of Korea

  ⨯
• Hee-Soo Kim ,

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

  * E-mail: dami0605@snu.ac.kr (HSK); younggon2.kim@gmail.com (YGK)

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

  Affiliations Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, College of Medicine, Seoul National University, Republic of Korea, Interdisciplinary Program in Artificial Intelligence, Seoul National University, Republic of Korea

  https://orcid.org/0000-0002-2661-7944

  ⨯
• Young-Gon Kim

  Roles Supervision

  * E-mail: dami0605@snu.ac.kr (HSK); younggon2.kim@gmail.com (YGK)

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

  Affiliations Department of Transdisciplinary Medicine, Seoul National University Hospital, Republic of Korea, Department of Medicine, College of Medicine, Seoul National University, Republic of Korea, Innovative Medical Technology Research Institute, Seoul National University Hospital, Seoul, Republic of Korea

  https://orcid.org/0000-0003-2148-1299

  ⨯