Leveraging advanced graph neural networks for the enhanced classification of post anesthesia states to aid surgical procedures

• Dongge Niu,

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

  Affiliation Department of Anesthesiology, Peking University International Hospital, Beijing, China

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• Renxin Ru,

  Roles Formal analysis, Methodology, Writing – original draft

  Affiliation The Third Hospital Of Nanchang, NanChang, JiangXi, China

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• Jiasheng Zhang,

  Roles Data curation, Methodology

  Affiliations School of international business, Anhui International Studies University, Wuhu, Anhui, China, Nanomega CryoA.I. Corp., Beijing, China

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• Yibo Zhang,

  Roles Conceptualization, Formal analysis, Investigation

  Affiliations Nanomega CryoA.I. Corp., Beijing, China, Gezhi Future Research Institute, Beijing, China, School of Systems and Computing, UNSW, Kensington, Australia, UNSW Canberra, ACT, Canberra, Australia

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• Cheng Ding,

  Roles Data curation, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Engineering, Georgia Institution of Technology, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0001-8641-9299

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• Yao Lan

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

  * E-mail: Yaolan@pkuih.edu.cn

  Affiliation Department of Anesthesiology, Peking University International Hospital, Beijing, China

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