TransMarker: Unveiling dynamic network biomarkers in cancer progression through cross-state graph alignment and optimal transport

• Fatemeh Keikha,

  Roles Data curation, Formal analysis, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Engineering, School of Control Science and Engineering, Shandong University, Jinan, Shandong, China

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• Chuanyuan Wang,

  Roles Data curation, Validation, Visualization, Writing – review & editing

  Affiliation Department of Biomedical Engineering, School of Control Science and Engineering, Shandong University, Jinan, Shandong, China

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• Zhixia Yang,

  Roles Data curation, Writing – review & editing

  Affiliation College of Mathematics and Systems Science, Xinjiang University, Urumqi, Xinjiang, China

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• Zhi-Ping Liu

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

  * E-mail: zpliu@sdu.edu.cn

  Affiliations Department of Biomedical Engineering, School of Control Science and Engineering, Shandong University, Jinan, Shandong, China, College of Mathematics and Systems Science, Xinjiang University, Urumqi, Xinjiang, China, National Center for Applied Mathematics, Shandong University, Jinan, Shandong, China

  https://orcid.org/0000-0001-7742-9161

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