Open Access

ARTICLE

Optimal Synergic Deep Learning for COVID-19 Classification Using Chest X-Ray Images

José Escorcia-Gutierrez^1,*, Margarita Gamarra¹, Roosvel Soto-Diaz², Safa Alsafari³, Ayman Yafoz⁴, Romany F. Mansour⁵

1 Departament of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080002, Colombia
2 Biomedical Engineering Program, Universidad Simón Bolívar, Barranquilla, 080002, Colombia
3 Department of Computer Science and AI, Faculty of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia
4 Department of Information Systems, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia
5 Department of Mathematics, Faculty of Science, New Valley University, El-Kharga, 72511, Egypt

* Corresponding Author: José Escorcia-Gutierrez. Email: