SKIM: A fast sketching strategy integrated with model’s dynamic-feedback for large-scale single-cell transcriptomic analysis

• Jiaxing Bai ,

  Contributed equally to this work with: Jiaxing Bai, Feng Zhou

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Writing – original draft

  Affiliation Department of Automation, National Institute for Data Science in Health and Medicine, State Key Laboratory of Mariculture Breeding, Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision, Xiamen University, Xiamen, Fujian, China

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• Feng Zhou ,

  Contributed equally to this work with: Jiaxing Bai, Feng Zhou

  Roles Conceptualization, Formal analysis, Project administration, Validation, Writing – review & editing

  Affiliation National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, Fujian, China

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• Chongyang Tan,

  Roles Conceptualization, Data curation, Validation

  Affiliation National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, Fujian, China

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• Yichun Gao,

  Roles Software, Visualization

  Affiliation Department of Automation, National Institute for Data Science in Health and Medicine, State Key Laboratory of Mariculture Breeding, Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision, Xiamen University, Xiamen, Fujian, China

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• Yushuang He,

  Roles Investigation, Software

  Affiliation Department of Automation, National Institute for Data Science in Health and Medicine, State Key Laboratory of Mariculture Breeding, Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision, Xiamen University, Xiamen, Fujian, China

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• Xiaobing Huang,

  Roles Funding acquisition, Supervision

  Affiliation Department of Medical Oncology, Fuzhou First Hospital Affiliated with Fujian Medical University, Fuzhou, Fujian, China

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• Ying Wang

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

  * E-mail: wangying@xmu.edu.cn

  Affiliation Department of Automation, National Institute for Data Science in Health and Medicine, State Key Laboratory of Mariculture Breeding, Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision, Xiamen University, Xiamen, Fujian, China

  https://orcid.org/0000-0001-8766-5950

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