About the Authors

Zilu Li

Contributed equally to this work with: Zilu Li, Qingyun Li

Roles Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China, Central Laboratory, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Qingyun Li

Contributed equally to this work with: Zilu Li, Qingyun Li

Roles Conceptualization, Investigation

Affiliation Neurology Department of Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Xiaoqing Li

Roles Supervision

Affiliations Central Laboratory, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China, Yunnan Key Laboratory of Tumor Immunological Prevention and Control, Kunming, China,, Precision Medicine Center, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Wei Luo

Roles Data curation, Formal analysis

Affiliations Central Laboratory, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China, Yunnan Key Laboratory of Tumor Immunological Prevention and Control, Kunming, China,, Precision Medicine Center, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China, Kunming Medical University, Kunming, China

Haiyan Guo

Roles Data curation

Affiliations Central Laboratory, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China, Yunnan Key Laboratory of Tumor Immunological Prevention and Control, Kunming, China,, Precision Medicine Center, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Chunyan Zhao

Roles Data curation

Affiliation Neurology Department of Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Canzhen Yang

Roles Data curation

Affiliation Neurology Department of Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Anke Xie

Roles Supervision

Affiliations Yunnan Innovation Institute of Beihang University, Kunming, China, Yunnan Key Laboratory of Blockchain Application Technology, Kunming, China

Kai Hu

Roles Funding acquisition, Supervision, Writing – review & editing

hukai@buaa.edu.cn (KH); guoyangfan@kmmu.edu.cn (YFG)

Affiliations Yunnan Innovation Institute of Beihang University, Kunming, China, Yunnan Key Laboratory of Blockchain Application Technology, Kunming, China, Institute of Computer Architecture (ICA), Beihang University, Beijing, China

Yangfan Guo

Roles Formal analysis, Funding acquisition, Project administration, Software, Supervision, Writing – review & editing

hukai@buaa.edu.cn (KH); guoyangfan@kmmu.edu.cn (YFG)

Affiliations Central Laboratory, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China, Yunnan Key Laboratory of Tumor Immunological Prevention and Control, Kunming, China,, Precision Medicine Center, Yan’an Hospital Affiliated to Kunming Medical University, Kunming, China

Competing Interests

The authors have declared that no competing interests exist.