Risk factor analysis and creation of an externally-validated prediction model for perioperative stroke following non-cardiac surgery: A multi-center retrospective and modeling study

• Yulong Ma ,

  Contributed equally to this work with: Yulong Ma, Siyuan Liu, Faqiang Zhang, Xuhui Cong, Bingcheng Zhao

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft

  Affiliations Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China, Nation Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China

  https://orcid.org/0009-0002-3180-3909

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• Siyuan Liu ,

  Contributed equally to this work with: Yulong Ma, Siyuan Liu, Faqiang Zhang, Xuhui Cong, Bingcheng Zhao

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft

  Affiliations Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China, Nation Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China, Department of Anesthesiology, Affiliated Hospital of Nantong University, Nantong, China

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• Faqiang Zhang ,

  Contributed equally to this work with: Yulong Ma, Siyuan Liu, Faqiang Zhang, Xuhui Cong, Bingcheng Zhao

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft

  Affiliation Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China

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• Xuhui Cong ,

  Contributed equally to this work with: Yulong Ma, Siyuan Liu, Faqiang Zhang, Xuhui Cong, Bingcheng Zhao

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft

  Affiliation Department of Anesthesia and Perioperative Medicine, Henan Provincial People’s Hospital and People’s Hospital of Zhengzhou University, Zhengzhou, China

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• Bingcheng Zhao ,

  Contributed equally to this work with: Yulong Ma, Siyuan Liu, Faqiang Zhang, Xuhui Cong, Bingcheng Zhao

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft

  Affiliation Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China

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• Miao Sun,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China

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• Huikai Yang,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China

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• Min Liu,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, Beijing Tongren Hospital, Capital Medical University, Beijing, China

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• Peng Li,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, China

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• Yuxiang Song,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China

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• Jiangbei Cao,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China

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• Yingfu Li,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China

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• Wei Zhang,

  Roles Data curation, Formal analysis, Investigation, Resources, Software, Validation

  Affiliation Department of Anesthesia and Perioperative Medicine, Henan Provincial People’s Hospital and People’s Hospital of Zhengzhou University, Zhengzhou, China

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• Kexuan Liu ,

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

  * E-mail: liukexuan705@163.com (KL); jqzhang@henu.edu.cn (JZ); wwdd1962@163.com (WM)

  Affiliation Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China

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• Jiaqiang Zhang ,

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

  * E-mail: liukexuan705@163.com (KL); jqzhang@henu.edu.cn (JZ); wwdd1962@163.com (WM)

  Affiliation Department of Anesthesia and Perioperative Medicine, Henan Provincial People’s Hospital and People’s Hospital of Zhengzhou University, Zhengzhou, China

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•  [ ... ],
• Weidong Mi

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

  * E-mail: liukexuan705@163.com (KL); jqzhang@henu.edu.cn (JZ); wwdd1962@163.com (WM)

  Affiliations Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China, Nation Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China

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