Open Access

ARTICLE

CD-FL: Cataract Images Based Disease Detection Using Federated Learning

Arfat Ahmad Khan¹, Shtwai Alsubai², Chitapong Wechtaisong^3,*, Ahmad Almadhor⁴, Natalia Kryvinska^5,*, Abdullah Al Hejaili⁶, Uzma Ghulam Mohammad⁷

1 Department of Computer Science, College of Computing, Khon Kaen University, Khon Kaen, 40002, Thailand
2 College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Alkharj, Saudi Arabia
3 School of Telecommunication Engineering, Suranaree University of Technology, Nakhon Ratchasima, 30000, Thailand
4 Department of Computer Engineering and Networks, College of Computer and Information Sciences, Jouf University, Sakaka, 72388, Saudi Arabia
5 Information Systems Department, Faculty of Management, Comenius University in Bratislava, Odbojárov, Bratislava, 440, Slovakia
6 Faculty of Computers & Information Technology, Computer Science Department, University of Tabuk, Tabuk, 71491, Saudi Arabia
7 Department of Computer Science and Software Engineering, International Islamic University, Islamabad, 44000, Pakistan

* Corresponding Authors: Chitapong Wechtaisong. Email: ; Natalia Kryvinska. Email: