About the Authors

Jingchao Zhou

Contributed equally to this work with: Jingchao Zhou, Zhenghao Wang

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

Affiliations Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, The First Clinical Medical College of Ningxia Medical University, Yinchuan, Ningxia, China

Zhenghao Wang

Contributed equally to this work with: Jingchao Zhou, Zhenghao Wang

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

Affiliations Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, The First Clinical Medical College of Ningxia Medical University, Yinchuan, Ningxia, China

Rui Pan

Roles Data curation, Investigation, Resources, Validation

Affiliations Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, The First Clinical Medical College of Ningxia Medical University, Yinchuan, Ningxia, China

Pengcheng Zhang

Roles Data curation, Resources, Software

Affiliations Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, The First Clinical Medical College of Ningxia Medical University, Yinchuan, Ningxia, China

Hechun Xia

Roles Conceptualization, Project administration, Supervision

Affiliation Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Wei Wang

Roles Resources, Supervision, Validation

Affiliation Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Zhanfeng Niu

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

niuzfeng228626@163.com

Affiliations Department of Neurosurgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China, The First Clinical Medical College of Ningxia Medical University, Yinchuan, Ningxia, China

Competing Interests

The authors have declared that no competing interests exist.