Effective SMOTE boost with deep learning for IDC identification in whole-slide images

• Mudhafar Jalil Jassim Ghrabat,

  Roles Conceptualization, Methodology, Resources, Writing – original draft

  Affiliations University of Information Technology and Communications (UOITC), Baghdad, Iraq, Computer Science Department, Al-Turath University, Baghdad, Iraq

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• Arkan A. Ghaib,

  Roles Conceptualization, Software, Writing – review & editing

  Affiliation Information Technology Department, Management Technical College, Southern Technical University, Basrah, Iraq

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• Auhood Al-Hossenat,

  Roles Resources, Validation, Writing – review & editing

  Affiliation Department of Computer Science, College of Education for Women, University of Baghdad, Baghdad, Iraq

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• Zaid Ameen Abduljabbar ,

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

  * E-mail: zaid.ameen@uobasrah.edu.iq (ZAA); majunchao@sztu.edu.cn (JM)

  Affiliations Department of Computer Science, College of Education for Pure Sciences, University of Basrah, Basrah, Iraq, College of Big Data and Internet, Shenzhen Technology University, Shenzhen, China, Department of Business Management, Al-Imam University College, Balad, Iraq

  https://orcid.org/0000-0002-8239-1409

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• Vincent Omollo Nyangaresi,

  Roles Conceptualization, Data curation, Software, Validation, Writing – review & editing

  Affiliations Department of Computer Science and Software Engineering, Jaramogi Oginga Odinga University of Science & Technology, Bondo, Kenya, Department of Applied Electronics, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, India

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• Junchao Ma ,

  Roles Funding acquisition, Project administration, Supervision, Validation, Visualization

  * E-mail: zaid.ameen@uobasrah.edu.iq (ZAA); majunchao@sztu.edu.cn (JM)

  Affiliation College of Big Data and Internet, Shenzhen Technology University, Shenzhen, China

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• Abdulla J. Y. Aldarwish,

  Roles Conceptualization, Formal analysis, Investigation, Visualization, Writing – review & editing

  Affiliation Department of Computer Science, College of Education for Pure Sciences, University of Basrah, Basrah, Iraq

  https://orcid.org/0000-0002-1039-6462

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• Iman Qays Abduljaleel,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology

  Affiliation Department of Computer Science, College of Education for Pure Sciences, University of Basrah, Basrah, Iraq

  https://orcid.org/0000-0002-8068-5710

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• Dhafer G. Honi,

  Roles Conceptualization, Resources, Software, Validation, Visualization, Writing – review & editing

  Affiliations Department of Computer Science, College of Education for Pure Sciences, University of Basrah, Basrah, Iraq, Department of IT, University of Debrecen, Debrecen, Hungary

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• Husam A. Neamah

  Roles Data curation, Formal analysis, Methodology, Resources, Software, Validation

  Affiliation Department of Electrical Engineering and Mechatronics, Faculty of Engineering, University of Debrecen, Debrecen, Hungary

  https://orcid.org/0000-0003-0430-8400

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