A parallel dual-stream state-space module for reliable and efficient biomedical relation extraction

• Yaxun Jia ,

  Contributed equally to this work with: Yaxun Jia, Zhu Yuan

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

  Affiliation Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China

  ⨯
• Zhu Yuan ,

  Contributed equally to this work with: Yaxun Jia, Zhu Yuan

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Information Management, The National Police University for Criminal Justice, Baoding, China

  ⨯
• Lian Zhu,

  Roles Formal analysis, Investigation, Resources, Supervision, Writing – review & editing

  Affiliation Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China

  ⨯
• Bing Han,

  Roles Data curation, Formal analysis, Investigation, Supervision, Validation, Writing – review & editing

  Affiliation Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China

  ⨯
• Li Ren,

  Roles Formal analysis, Investigation, Resources, Validation, Visualization, Writing – review & editing

  Affiliation Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China

  ⨯
• Zuo-lin Xiang

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  * E-mail: xiangzuolinmd@hotmail.com

  Affiliation Department of Radiation Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China

  https://orcid.org/0000-0002-5725-842X

  ⨯