scCaT: An explainable capsulating architecture for sepsis diagnosis transferring from single-cell RNA sequencing

• Xubin Zheng,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations School of Computing and Information Technology, Great Bay University, Guangdong, China, Department of Critical Care Medicine, Shenzhen People’s Hospital, the First Affiliated Hospital of Southern University of Science and Technology, the Second Clinical Medicine College of Jinan University, Shenzhen, China, Guangdong Provincial Key Laboratory of Mathematical and Neural Dynamical Systems, Guangzhou, China

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• Dian Meng,

  Roles Conceptualization, Data curation, Software, Writing – original draft, Writing – review & editing

  Affiliation School of Computing and Information Technology, Great Bay University, Guangdong, China

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• Duo Chen,

  Roles Investigation, Resources, Validation, Writing – review & editing

  Affiliations Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China, Department of Nosocomial Infection Prevention and Control, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China

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• Wan-Ki Wong,

  Roles Conceptualization, Data curation, Investigation, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

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• Ka-Ho To,

  Roles Conceptualization, Data curation, Investigation, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

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• Lei Zhu,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong

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• JiaFei Wu,

  Roles Conceptualization, Writing – review & editing

  Affiliation SenseTime Research, Zhejiang, China

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• Yining Liang,

  Roles Visualization, Writing – review & editing

  Affiliation Southern University of Science and Technology, Guangdong, China

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• Kwong-Sak Leung,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong, Department of Applied Data Science, Shue Yan University, North Point, Hong Kong

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• Man-Hon Wong,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

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• Lixin Cheng

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: easonlcheng@gmail.com

  Affiliation Department of Critical Care Medicine, Shenzhen People’s Hospital, the First Affiliated Hospital of Southern University of Science and Technology, the Second Clinical Medicine College of Jinan University, Shenzhen, China

  https://orcid.org/0000-0002-9427-383X

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