About the Authors

Chunmeng Fu

Roles Data curation, Formal analysis, Methodology, Supervision, Validation, Visualization, Writing – original draft

Affiliation Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China

Cunyuan Luan

Roles Data curation, Investigation, Project administration, Resources, Software, Supervision, Validation, Visualization

Affiliation School of Automation, Qingdao University, Qingdao, China

Huabo Liu

Contributed equally to this work with: Huabo Liu, Zejun Niu

Roles Formal analysis, Methodology, Resources, Supervision

hbliu@qdu.edu.cn (HL); nzj16niu@sina.com (ZN)

Affiliations School of Automation, Qingdao University, Qingdao, China, Shandong Key Laboratory of Industrial Control Technology, Qingdao, China

Wenfei Wang

Roles Data curation, Investigation, Project administration, Resources

Affiliation Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China

Xia Zhou

Roles Formal analysis, Investigation, Validation, Visualization

Affiliation Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China

Yuanfang Jia

Roles Project administration, Resources, Validation

Affiliation Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China

Bing Ding

Roles Formal analysis, Visualization

Affiliation Department of Anesthesiology, Qingdao Traditional Chinese Medicine Hospital, Qingdao Hiser Hospital Affiliated of Qingdao University, Qingdao, China

Lei Zhang

Roles Formal analysis, Writing – review & editing

Affiliations Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China, Department of Anesthesiology, Shandong Provincial Key Medical and Health Laboratory of Anesthesia and Brain Function, Qingdao, China

Li Yuan

Roles Investigation, Supervision

Affiliation Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China

Zejun Niu

Contributed equally to this work with: Huabo Liu, Zejun Niu

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Visualization, Writing – review & editing

hbliu@qdu.edu.cn (HL); nzj16niu@sina.com (ZN)

Affiliation Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, China

Competing Interests

The authors have declared that no competing interests exist.