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COVID-19 Classification from X-Ray Images: An Approach to Implement Federated Learning on Decentralized Dataset

Ali Akbar Siddique1, S. M. Umar Talha1, M. Aamir1, Abeer D. Algarni2, Naglaa F. Soliman2,*, Walid El-Shafai3,4

1 Department of Telecommunication Engineering, Sir Syed University of Engineering & Technology, Karachi, 75300, Pakistan
2 Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia
3 Security Engineering Lab, Computer Science Department, Prince Sultan University, Riyadh, 11586, Saudi Arabia
4 Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt

* Corresponding Author: Naglaa F. Soliman. Email: email

TSP_CMC_37413.pdf

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