About the Authors

Lan Zhang

Roles Conceptualization, Formal analysis, Writing – original draft

Current address: Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Affiliation Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, P.R. China

Weishu Hu

Roles Data curation, Software

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Zhiyou Cai

Roles Project administration, Resources

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Jihong Liu

Roles Software, Supervision

Affiliation Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, P.R. China

Jianmei Wu

Roles Data curation, Methodology

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Yangmin Deng

Roles Data curation, Software

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Keping Yu

Roles Software

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Xiaohua Chen

Roles Project administration

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Li Zhu

Roles Visualization

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Jingxi Ma

Roles Project administration, Supervision

Affiliation Department of Neurology, Chongqing General Hospital, Chongqing, P.R. China

Yan Qin

Roles Conceptualization, Investigation, Methodology, Writing – review & editing

qinyan2015120@163.com

Affiliation Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, P.R. China

Competing Interests

The authors have declared that no competing interests exist.