Open Access

ARTICLE

Chest Radiographs Based Pneumothorax Detection Using Federated Learning

Ahmad Almadhor^1,*, Arfat Ahmad Khan², Chitapong Wechtaisong^3,*, Iqra Yousaf⁴, Natalia Kryvinska⁵, Usman Tariq⁶, Haithem Ben Chikha¹

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

* Corresponding Authors: Ahmad Almadhor. Email: ; Chitapong Wechtaisong. Email: