Introducing effective genes in lymph node metastasis of breast cancer patients using SHAP values based on the mRNA expression data

• Sepideh Zununi Vahed ,

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

  ¶‡ SZV and SMHK are contributed equally to this work and should be considered as co-first authors on this work.

  Affiliation Kidney Research Center, Tabriz University of Medical Sciences, Tabriz, Iran

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• Seyed Mahdi Hosseiniyan Khatibi ,

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

  ¶‡ SZV and SMHK are contributed equally to this work and should be considered as co-first authors on this work.

  Affiliations Kidney Research Center, Tabriz University of Medical Sciences, Tabriz, Iran, Rahat Breath and Sleep Research Center, Tabriz University of Medical Science, Tabriz, Iran

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• Yalda Rahbar Saadat,

  Roles Conceptualization

  Affiliation Kidney Research Center, Tabriz University of Medical Sciences, Tabriz, Iran

  https://orcid.org/0000-0002-3295-404X

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• Manijeh Emdadi,

  Roles Formal analysis, Validation

  Affiliation Department of Computer Engineering, Abadan Branch, Islamic Azad University, Abadan, Iran

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• Bahareh Khodaei,

  Roles Formal analysis, Visualization

  Affiliation Clinical Research Development Unit of Tabriz Valiasr Hospital, Tabriz University of Medical Sciences, Tabriz, Iran

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• Mohammad Matin Alishani,

  Roles Formal analysis, Methodology, Validation

  Affiliation Department of Computer Science, Faculty of Information Technology, University of Shahid Madani of Tabriz, Tabriz, Iran

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• Farnaz Boostani,

  Roles Conceptualization, Data curation

  Affiliation Clinical Research Development Unit of Tabriz Valiasr Hospital, Tabriz University of Medical Sciences, Tabriz, Iran

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• Solmaz Maleki Dizaj ,

  Roles Conceptualization, Writing – review & editing

  * E-mail: said.pirmoradi@gmail.com (SP); maleki.s.89@gmail.com (SMD)

  Affiliation Dental and Periodontal Research Center, Tabriz University of Medical Sciences, Tabriz, Iran

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• Saeed Pirmoradi

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

  * E-mail: said.pirmoradi@gmail.com (SP); maleki.s.89@gmail.com (SMD)

  Affiliation Clinical Research Development Unit of Tabriz Valiasr Hospital, Tabriz University of Medical Sciences, Tabriz, Iran

  https://orcid.org/0000-0001-8786-8723

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