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A Comprehensive Survey on Federated Learning in the Healthcare Area: Concept and Applications

Deepak Upreti¹, Eunmok Yang², Hyunil Kim^3,*, Changho Seo^1,4

1 Department of Convergence Science, Kongju National University, Chungcheongnam-do, Gongju-si, 32588, South Korea
2 Department of Information Security, Cryptology, and Mathematics, Kookmin University, Seoul, 02707, South Korea
3 Department of Information and Communication Engineering, Chosun University, Gwangju, 61452, South Korea
4 Basic Science Research Institution, Kongju National University, Chungcheongnam-do, Gongju-si, 32588, South Korea

* Corresponding Author: Hyunil Kim. Email: