Automatic semantic segmentation of breast tumors in ultrasound images based on combining fuzzy logic and deep learning—A feasibility study

• Samir M. Badawy ,

  Contributed equally to this work with: Samir M. Badawy, Abd El-Naser A. Mohamed, Alaa A. Hefnawy, Hassan E. Zidan, Mohammed T. GadAllah, Ghada M. El-Banby

  Roles Conceptualization, Supervision

  Affiliation Industrial Electronics and Control Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menoufia, Egypt

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• Abd El-Naser A. Mohamed ,

  Contributed equally to this work with: Samir M. Badawy, Abd El-Naser A. Mohamed, Alaa A. Hefnawy, Hassan E. Zidan, Mohammed T. GadAllah, Ghada M. El-Banby

  Roles Supervision

  Affiliation Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menoufia, Egypt

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• Alaa A. Hefnawy ,

  Contributed equally to this work with: Samir M. Badawy, Abd El-Naser A. Mohamed, Alaa A. Hefnawy, Hassan E. Zidan, Mohammed T. GadAllah, Ghada M. El-Banby

  Roles Conceptualization, Data curation, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Computers and Systems Department, Electronics Research Institute (ERI), Cairo, Egypt

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• Hassan E. Zidan ,

  Contributed equally to this work with: Samir M. Badawy, Abd El-Naser A. Mohamed, Alaa A. Hefnawy, Hassan E. Zidan, Mohammed T. GadAllah, Ghada M. El-Banby

  Roles Resources, Supervision

  Affiliation Computers and Systems Department, Electronics Research Institute (ERI), Cairo, Egypt

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• Mohammed T. GadAllah ,

  Contributed equally to this work with: Samir M. Badawy, Abd El-Naser A. Mohamed, Alaa A. Hefnawy, Hassan E. Zidan, Mohammed T. GadAllah, Ghada M. El-Banby

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: mohammed.tag.1986@eri.sci.eg, mohammed.tag.1986@gmail.com, mohamed_msc_1986@yahoo.com

  Affiliation Computers and Systems Department, Electronics Research Institute (ERI), Cairo, Egypt

  https://orcid.org/0000-0002-9353-3986

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• Ghada M. El-Banby

  Contributed equally to this work with: Samir M. Badawy, Abd El-Naser A. Mohamed, Alaa A. Hefnawy, Hassan E. Zidan, Mohammed T. GadAllah, Ghada M. El-Banby

  Roles Conceptualization, Formal analysis, Methodology, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Industrial Electronics and Control Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menoufia, Egypt

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