About the Authors
- Naiqian Zhang
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Contributed equally to this work with: Naiqian Zhang, Fubin Ma, Dong Guo
Roles Conceptualization, Formal analysis, Project administration, Writing – original draft, Writing – review & editing
* E-mail: nqzhang@email.sdu.edu.cn (NZ); wangmingyi1973@outlook.com (MW)
Affiliation School of Mathematics and Statistics, Shandong University, Weihai, China
- Fubin Ma
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Contributed equally to this work with: Naiqian Zhang, Fubin Ma, Dong Guo
Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing
Affiliation School of Mathematics and Statistics, Shandong University, Weihai, China
- Dong Guo
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Contributed equally to this work with: Naiqian Zhang, Fubin Ma, Dong Guo
Roles Conceptualization, Validation
Affiliations School of Mathematics and Statistics, Shandong University, Weihai, China, Department of Central Lab, Weihai Municipal Hospital, Shandong University, Weihai, China
- Yuxuan Pang
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Roles Data curation, Formal analysis, Software
Affiliation SDU-ANU Joint Science College, Shandong University, Weihai, China
- Chenye Wang
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Roles Conceptualization, Methodology, Software
Affiliation School of Mathematics and Statistics, Shandong University, Weihai, China
- Yusen Zhang
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Roles Conceptualization, Resources
Affiliation School of Mathematics and Statistics, Shandong University, Weihai, China
- Xiaoqi Zheng
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Roles Conceptualization, Investigation, Resources
Affiliation Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Mingyi Wang
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Roles Conceptualization, Project administration
* E-mail: nqzhang@email.sdu.edu.cn (NZ); wangmingyi1973@outlook.com (MW)
Affiliations School of Mathematics and Statistics, Shandong University, Weihai, China, Department of Central Lab, Weihai Municipal Hospital, Shandong University, Weihai, China
Competing Interests
The authors have declared that no competing interests exist.