Multiview deep-learning-enabled histopathology for prognostic and therapeutic stratification in stage II colorectal cancer: A retrospective multicenter study

• Zihan Zhao ,

  Contributed equally to this work with: Zihan Zhao, Dexia Chen, Ruixuan Wang, Xinke Zhang

  Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  ⨯
• Dexia Chen ,

  Contributed equally to this work with: Zihan Zhao, Dexia Chen, Ruixuan Wang, Xinke Zhang

  Roles Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China

  ⨯
• Ruixuan Wang ,

  Contributed equally to this work with: Zihan Zhao, Dexia Chen, Ruixuan Wang, Xinke Zhang

  Roles Conceptualization, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China

  https://orcid.org/0000-0002-8714-0369

  ⨯
• Xinke Zhang ,

  Contributed equally to this work with: Zihan Zhao, Dexia Chen, Ruixuan Wang, Xinke Zhang

  Roles Data curation, Funding acquisition

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  ⨯
• Xiaobo Wen,

  Roles Data curation

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  ⨯
• Xueyi Zheng,

  Roles Writing – review & editing

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  ⨯
• Shasha Liu,

  Roles Data curation

  Affiliation Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China

  ⨯
• Hao Chen,

  Roles Data curation

  Affiliation Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China

  ⨯
• Yuqian Zhang,

  Roles Methodology

  Affiliation Electrical Engineering & Computer Science, Johns Hopkins University, Baltimore, Maryland, United States of America

  ⨯
• Dan Huang,

  Roles Data curation

  Affiliation Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China

  ⨯
• Chengyou Zheng,

  Roles Data curation

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  ⨯
• Mengke Ma,

  Roles Data curation

  Affiliation Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China

  https://orcid.org/0009-0008-8115-0559

  ⨯
• Dan Xie ,

  Roles Methodology, Writing – review & editing

  * E-mail: xiedan@sysucc.org.cn (DX); sunyan@tjmuch.com (YS); hexsheng@mail.sysu.edu.cn (XH); caimy@sysucc.org.cn (MC)

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  ⨯
• Yan Sun ,

  Roles Conceptualization, Data curation

  * E-mail: xiedan@sysucc.org.cn (DX); sunyan@tjmuch.com (YS); hexsheng@mail.sysu.edu.cn (XH); caimy@sysucc.org.cn (MC)

  Affiliation Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China

  ⨯
• Xiaosheng He ,

  Roles Conceptualization, Data curation

  * E-mail: xiedan@sysucc.org.cn (DX); sunyan@tjmuch.com (YS); hexsheng@mail.sysu.edu.cn (XH); caimy@sysucc.org.cn (MC)

  Affiliation Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China

  ⨯
•  [ ... ],
• Muyan Cai

  Roles Conceptualization, Data curation, Funding acquisition, Project administration, Resources, Writing – original draft, Writing – review & editing

  * E-mail: xiedan@sysucc.org.cn (DX); sunyan@tjmuch.com (YS); hexsheng@mail.sysu.edu.cn (XH); caimy@sysucc.org.cn (MC)

  Affiliation Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China

  https://orcid.org/0000-0002-4646-4391

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