A privacy-preserved horizontal federated learning for malignant glioma tumour detection using distributed data-silos

• Shagun Sharma ,

  Contributed equally to this work with: Shagun Sharma, Kalpna Guleria, Ayush Dogra, Deepali Gupta, Ali Nauman

  Roles Conceptualization, Data curation, Investigation, Methodology

  Affiliation Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India

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• Kalpna Guleria ,

  Contributed equally to this work with: Shagun Sharma, Kalpna Guleria, Ayush Dogra, Deepali Gupta, Ali Nauman

  Roles Investigation, Methodology

  Affiliation Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India

  https://orcid.org/0000-0003-2359-8351

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• Ayush Dogra ,

  Contributed equally to this work with: Shagun Sharma, Kalpna Guleria, Ayush Dogra, Deepali Gupta, Ali Nauman

  Roles Project administration, Resources

  Affiliation Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India

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• Deepali Gupta ,

  Contributed equally to this work with: Shagun Sharma, Kalpna Guleria, Ayush Dogra, Deepali Gupta, Ali Nauman

  Roles Supervision, Validation, Visualization, Writing – review & editing

  Affiliation Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India

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• Sapna Juneja,

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

  Affiliation KIET Group of Institutions, Ghaziabad, India

  https://orcid.org/0000-0003-4601-7679

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• Swati Kumari ,

  Roles Methodology, Resources, Software, Writing – original draft, Writing – review & editing

  * E-mail: kumaris@tcd.ie

  Affiliation Trinity College Dublin, Dublin, Ireland

  https://orcid.org/0000-0002-6557-5935

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• Ali Nauman

  Contributed equally to this work with: Shagun Sharma, Kalpna Guleria, Ayush Dogra, Deepali Gupta, Ali Nauman

  Roles Funding acquisition, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science and Engineering, Ycungnam University, Gyeongsan, South Korea

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