Integrating machine learning and neural networks for new diagnostic approaches to idiopathic pulmonary fibrosis and immune infiltration research

• Yali Guo ,

  Contributed equally to this work with: Yali Guo, Qian Jin, Yi Kang

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China

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• Qian Jin ,

  Contributed equally to this work with: Yali Guo, Qian Jin, Yi Kang

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

  Affiliations Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China, Beijing University of Chinese Medicine, Beijing, China.

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• Yi Kang ,

  Contributed equally to this work with: Yali Guo, Qian Jin, Yi Kang

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

  Affiliation Beijing University of Chinese Medicine, Beijing, China.

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• Wenwen Jin,

  Roles Conceptualization, Project administration, Resources, Software, Supervision, Validation, Visualization

  Affiliation Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China

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• Ying Liu,

  Roles Visualization, Writing – review & editing

  Affiliation Beijing University of Chinese Medicine, Beijing, China.

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• Qian Chen,

  Roles Visualization, Writing – review & editing

  Affiliation Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China

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• Jian Liu,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software

  Affiliation Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China

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• Yu guang Wang

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

  * E-mail: wygzhyiaids@126.com

  Affiliation Department of Respiratory Medicine, Beijing Hospital of Traditional Chinese Medicine, Affiliated to Capital Medical University, Beijing, China

  https://orcid.org/0000-0003-1126-1698

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