Weakly supervised deep multi-instance learning for classification of endometrial lesions on hematoxylin and eosin-stained whole-slide images

• Zhixian Zhou,

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

  Affiliations Department of Obstetrics and Gynecology, The Second Xiangya Hospital of Central South University, Changsha, China, Clinical Research Center for Gynecological Disease in Hunan Province, Changsha, China

  ⨯
• Jiaqi Guo,

  Roles Conceptualization, Data curation, Formal analysis

  Affiliation School of Information Science and Technology, Northwest University, Xi’an, China

  ⨯
• Xianglong Du,

  Roles Conceptualization, Investigation, Methodology, Resources, Software

  Affiliation School of Information Science and Technology, Northwest University, Xi’an, China

  ⨯
• Hansheng Li,

  Roles Data curation, Formal analysis, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation School of Information Science and Technology, Northwest University, Xi’an, China

  ⨯
• Nian Xie,

  Roles Conceptualization, Funding acquisition, Software, Supervision, Visualization

  Affiliations Department of Obstetrics and Gynecology, The Second Xiangya Hospital of Central South University, Changsha, China, Clinical Research Center for Gynecological Disease in Hunan Province, Changsha, China

  ⨯
• Chengniang Liu,

  Roles Formal analysis, Funding acquisition, Resources, Validation, Visualization

  Affiliations Department of Obstetrics and Gynecology, The Second Xiangya Hospital of Central South University, Changsha, China, Clinical Research Center for Gynecological Disease in Hunan Province, Changsha, China

  ⨯
• Hao He,

  Roles Data curation, Funding acquisition, Investigation, Software, Supervision, Writing – review & editing

  Affiliation School of Information Science and Technology, Northwest University, Xi’an, China

  ⨯
• Lin Yang,

  Roles Data curation, Funding acquisition, Project administration, Resources, Software, Supervision, Visualization

  Affiliation School of Engineering, Westlake University, Hangzhou, China

  ⨯
• Lei Cui ,

  Contributed equally to this work with: Lei Cui, Chun Fu

  Roles Conceptualization, Data curation, Methodology, Software, Supervision, Validation, Visualization

  * E-mail: fuchun0814@csu.edu.cn (CF); leicui@nwu.edu.cn (LC)

  Affiliation School of Information Science and Technology, Northwest University, Xi’an, China

  ⨯
• Chun Fu

  Contributed equally to this work with: Lei Cui, Chun Fu

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

  * E-mail: fuchun0814@csu.edu.cn (CF); leicui@nwu.edu.cn (LC)

  Affiliations Department of Obstetrics and Gynecology, The Second Xiangya Hospital of Central South University, Changsha, China, Clinical Research Center for Gynecological Disease in Hunan Province, Changsha, China

  https://orcid.org/0000-0001-6947-1159

  ⨯